ON THE SPATIAL USES OF Linguistics PREPOSITIONS Annette Herskovlts Department, Stanford U n i v e r s i t y At f i r s t glance, the s p a t i a l uses of prep o sit io n s seem to constitute a good semantic domain for a computational approach. One expects such uses w i l l r e f e r more or less s t r i c t l y to a closed, e x p l i c i t , and p r e c i s e chunk o f world knowledge. Such an a t t i t u d e Is e x p r e s s e d in the f o l l o w i n g statement: comprehension, "Given d e s c r i p t i o n s of the shape of two objects, given t h e i r l o c a t i o n ( f o r example, by means ox coordinates in Some system o f r e f e r e n c e ) , and, In some cases, the l o c a t i o n o f an observer, one can s e l e c t an appropriate preposition." Objects identical in shape may be "conceived m differently, f o r instance as surface or as enclosure. This may be a choice a v a i l a b l e to the speaker to emphasize c e r t a i n aspects (inlon t~$e rug), or I t may be d e t e r m i n e d f o r the category of the reference o b j e c t (on see [Boggess 1979]). Ot h e r c h a r a c t e r i s t i c s These i n c l u d e : are not deducible from shape. 1. 1, ALTERNATE GEOM~'I'RIC DESCRIPTIONS tAe football field). This paper shows the fallacy of this claim. It addresses the problem of i n t e r p r e t i n g and generating "locative predications" (expressions made up of two noun-phrases g o v e r n e d by a p r e p o s i t i o n used s p a t i a l l y ) . It identifies and describes a number of object characteristics beyond shape (section I) and contextual factors ( s e c t i o n 2) which bear on these processes. Drawing on these d e s c r i p t i o n s , the t h i r d section proposes core meanings for two categories of p r e p o s i t i o n s , a n d describes some of the t r a n s f o r ~ t t o n s t h e s e core meanings are subject to in context. The l a s t section outlines the main d i r e c t i o n s of Inquiry suggested by the examples and observations in the paper. In under t/te aJater, t h e w a t e r stands for tAe upper free surface of tAn ruater; in in the water, i t .is conceived as a volume. A whole category of objects f o l l o w s t h is rule: see ( u n d t r l l n ) tan (snowllakeloceanlsan41.). Such objects tend to be viewed o n l y as volumes w i t h "underneath': undcrn~A fat lake i s g e n e r a l l y i n t e r p r e t e d as meaning "under the l o w e r s u r f a c e o f t h a t body o f w a t e r ' . In tan crack In tan 6~wl, the crack Is In the volume defined by the normal surface o f the bowl in I t s uncracked s t a t e . In tan milk in tat b o w l , the milk Is In the volume e n c l o s e d by the bowl and l i m i t e d upward by a plone t h r o u g h the rim. 1.2. FUNCTION 1. ~BJECT CHARACTERISTIC~ T hroughout the paper, I use the term " o b j e c t ~, meaning, strictly speaking, the object together with some lextcal label. In e f f e c t , the choice of p r e p o s i t i o n depends on the l e x i c a l c a t e g o r y associated w i t h the o b j e c t by the noun-phrase used to r e f e r to I t . And such a c a t e g o r y i s n o t u n i q u e l y defined. There are d i f f e r e n t levels In the c a t e g o r i z a t i o n hierarchy (e.g. "end table", "table", "piece of furniture'), but also different perspectives on the o b j e c t . Cons i de r t he p i c t u r e below. ,~, , ~, One says in ran disk and on the tray though these objects u y be essentially Identical in shape. One w i l l not ordinarily say tan cat Is in :At t ~ e , but u n ~ r tan t ~ e , even w i t h the c a g e - l i k e t a b l e below. /oAn is et X Often means t h a t John Is using I as one n o r m a l l y uses i t (JoAn is at his desk). I f normal use implies being on or m X, then at Is not used (John is in o r on the bed, but not at). And to the right of the chadr Is d e f i n e d by r e f e r e n c e to a t y p i c a l user of the chair. 1.3. That patc h o f grass could be r e f e r r e d to a l t e r n a t e l y as a front.yard, a larun, grass, a patch of pass, e t c . (to assume t h a t these phrases r e f e r to the sane object, one must see the grass as a metonymlc s u b s t i t u t e f o r tMs patcA of grass, and the front.yard as some " a r e a " r a t h e r than a "slice" l n c l u d l n ~ a i r above and ground under; n e i t h e r v i e w i s unreasonable). The permissible prepositions, and t h e i r interpretation, vary with each r e f e r r i n g phrase: compare in/on the ~ass, ~nion tA~ patcA of ~as~, inK*on) tan front.~:rd, onl(*~n) the /reran [ F i l l m o r e 1971]. With t h i s warning, I will go on speaking of "object characteristics', " o b j e c t i d e n t i t y " , etc. Some o f the o b j e c t c h a r a c t e r i s t i c s used in production and i n t e r p r e t a t i o n can be computed from the shape of t h e o b j e c t s - - the axes of symmetry (needed f o r across tan road and along tan ro~d), the "top s u r f a c e " (on t&e label), the ~outllne" (tA, #ird in t ~ tree), e t c . (for a d e s c r i p t i o n of some o f these characteristics, and of their ro le In TYPICAl, PHYSICAl, OR GEOMETRICAL CONTEXT When using in w i t h areas, i t Is not s u f f i c i e n t th a t the r e f e r e n c e o b j e c t be two-dimensional; t h a t o b j e c t must be p a r t o f a su rf a ce d i v i d e d i n t o c e l l s . One does not draw a l i n e in a blackboard; but in tat nlargin is acceptable, because the margin is a subdivision of a page. In the same f a s h i o n , ' g e o g r a p h i c a l areas (England, tat county, e t c . ) a re s e c t i o n s of a d ivid e d surface. Some objects are exclusively conceptualized as parts of a " c e l l structure" and c a n n o t t he n f o l l o w at (*at his room, *at England). O t h e r o b j e c t s can be conceptualized both as e l e m e n t s o f a c e l l s t r u c t u r e (in the village), or as one of a s e t o f s e p a r a t e places (at tat ~illage). Or consider ~ard: when 1~ is a p a r t o f the grounds of a house, one is r e s t r i c t e d to In. But o f somebody working In a Junkyard, one c o u l d say he is at the )¢rd, r e f l e c t i n g a view of the y a r d as one o f a set o f separate lo ca t io n s. If a door is in its typical context, i.e. part of a wall, then interpretation o f m tk~ right of Me d~r must be based on t h e d o o r ' s own axes. Otherwise ( I n a hardware store for example) an o b s e r v e r ' s l i n e of s i g h t m y override the door's cross-axis. 1.4. RELATIVE MOBILITY The m o b i l i t y of the reference object relative to the located object influences the o r d e r o f the nominals around the preposition: the more mobile o b j e c t n o r m a l l y precedes the preposition. One w i l l not say t/ur ~&,n~ bot~t i~ tam one in a cap, b u t tke one ~ d k a ~ p on it. Following Tally (1978a], I will call the l o c a t e d o b j e c t the " F i g u r e " , and t h e r e f e r e n c e o b j e c t the "Ground", when d i s c u s s i n g t h e o r d e r o f t h e nominals. Human b e i n g s t e n d t o p l a y havoc w i t h the r e l a t i v e mobility rule, either because they are the preferred topic (flee man i~ a Nu~ coat), or - - a s c e n t e r o f t h e universe -- preferred r e f e r e n c e o b j e c t (tke EmpOe 3t~e building i~ in f r o n t of me). Typicality p l a y s an i l p o r t a n t r o l e in d e t e r l l n l n g an appropriate locative predication (and no doubt o t h e r types of expressions). The choice o f expression tends to depend not on particular (non prototypicaI) attributes o f the o b j e c t s considered, but r a t h e r on typical attributes o f t h e c a t e g o r y t o which they are assigned by the linguistic expression. If typical conditions do n o t o b t a i n , t h e y tend t o be ignored, u n l e s s one has s o l e s p e c i a l reason to b r i n g a t t e n t i o n to the atypical conditions. I f f o r Instance the cap o f a bottle were g l u e d t o the w a l l , one would s t i l l say tk~ bo~tit wLtk a cap on it. Even I f a t r a y has v e r y high sides, one w i l l say on the tr¢7. Consider a l s o the t a b l e p i c t u r e d above. I m a g i n e the space under i t p r o g r e s s i v e l y more solidly e n c l o s e d ; t h e r e I s s p o i n t a t which one might be s t r u c k by t h i s and say in tat t<d~le. But t h i s p o i n t is rather f a r a l o n g ; even w i t h a t a b l e w i t h a s o l i d sheZt at floor level, people c o n s i s t e n t l y d e s c r i b e o b j e c t s on t h a t s h e l f a s u n d e ~ t k t ta~e. 2. ~QHTEXTUAL FACTORS The c h o i c e o f an a p p r o p r i a t e l o c a t i v e p r e d i c a t i o n 4 1 s t d e p e n d s on v a r i o u s a s p e c t s o f the c o n t e x t . Some o~ these contextual characteristics are discussed In t h i s s e c t i o n as. i f t h e y were n e a t l y separable; in f a c t , a l l are interdependent in complex ways, and these lnterrrelations must become c l e a r b e f o r e we can design models o f comprehension and p r o d u c t i o n . 2. I . The m o b i l i t y rule I s I n f a c t a consequence o f the principle t h a t t h e o b j e c t whose l o c a t i o n is a t Issue s h o u l d p r e c e d e t h e p r e p o s i t i o n . The Ground is t y p i c a l l y bigger and l e s s mobile than the Figure, since those objects whose l o c a t i o n is most commonly a t issue are t h o s e w h i c h move around, and a good r e f e r e n c e o b j e c t i s one whose l o c a t i o n can be I n f e r r e d from I t s name, and t h u s had b e t t e r be the sase o v e r some time. What I s a t i s s u e in t u r n depends on t h e s p e a k e r ' s purpose in constructing the l o c a t i v e p r e d i c a t i o n , and how I t f i t s I n t o h i s / h e r o v e r a l l d i s c o u r s e plan. 2. 3. VARYING V|EWPO[NT ON THE OBJECT Mainly this I n v o l v e s the c o n t r a s t between a c l o s e - u p and a remote v i e w o f t h e o b j e c t s . Most o f t e n , t h i s is n o t a B a t t e r o f a c t u a l d i s t a n c e , but s way o f viewing an o b j e c t f o r a g i v e n purpose: one Jay choose to ignore one o r more d i m e n s i o n s , or l n t e r n a l c h a r a c t e r i s t i c s of the object. For example, a road u y be seen as a s t r i p (a truck On tke ro¢d), o r a l i n e (a oUlateon Mr r o ~ L ~ d o n ) . N o r m a l l y beMnd tar kouJt v i i i be based on the house's own a x e s . B u t when l o o k i n g from some d i s t a n c e , one M y use one's line of sight as axis. Another aspect of viewpoint, is the bounded/unbounded distinction. Compare w ~ n g f~rougk versus across the ~at~ [Talmy 1978b]: in t h e former the boundaries of the body o f w a t e r a r e I g n o r e d , b u t in the l a t t e r , the e x t e n s i o n of t h e body o f w a t e r from one end to another i s involved. 2.4. RELEVANCE Give= the pictures b e l o w , one w i l l bomt, b u t r h t bulb in Mt s ~ k ~ . s a y t/~ ~ , ~ d u n ~ r tat CONTEXT DEPENDENT PARAMETERS. These Include the l o c a t i o n o f an observer, for deictic uses o f some p r e p o s l t l o n s ~n fro~t oJ'lkt t r y ) , an implicit (fuzzy) distance threshold for prepositions i n d i c a t i n g p r o x i m i t y (Denofsgy 1975]. the and the ] n the g a s - s f a t ~ ~s at fat freta~rJ, an i m p l i c i t c r o s s - p a t h is assumed. To say t h a t " f r e e w a y " occurs as a l e t o n y l i c substitute for " a t the i n t e r s e c t i o n of a c r o s s - r o o d w i t h t h e f r e e w a y " i s not v e r y u s e f u l , since no general rule o f metonymy w i l l p r e d i c t t h i s one (as n a t u r a l a s such a s u b s t i t u t i o n may sound to E n g l i s h speakers, i t i s n o t a c c e p t a b l e in French: see ~ t poste ~es~tct ~ t ~ la route). 2.2. and fA, ¢kurcA n ~ r tat kouJt. BUt the assigment must a l s o respect the relative mobility.rule. TAt kouJe n ~ r far ~urck is reversible because b o t h house and church are e q u a l l y immobile; b u t tam ~cycle near tam ¢ku~h Is not. When one w i s h e s t o l o c a t e a l e s s mobile o b j e c t w i t h respect to a more m o b i l e one, : t h e r e are a number of p e r i p h r a s t i c devices -o n e " being the use o f " w i t h ~ as in the earlier example (tat bottlt with ¢ ~ p on ~t); " w i t h " , not being basically locative, Is n o t subject to this relative mobility r u l e . See a l s o t/~ / ~ s e is n ~ r wk~t tat ~ ¢ ~ t Is ( b u t *tat ko~e is ne¢r the ~¢')cie ~ a l m y 1978aj); t h i s t u r n s b~jc/e I n t o an immovable e n t i t y , namely a piece. F}GURE/GROUND AS 1GNM~T The a s s i g n m e n t of the r o l e s of Figure and Ground depends p r i ~ r i l y on which o f the two o b j e c t s ' l o c a t i o n Is at issue. The o b j e c t whose l o c a t i o n is a t issue precedes the preposition: compare the tenue nt~zr tam cku~k The s o c k e t i s s t i l l f u n c t i o n i n g as a socget when f a c i n g down, t h e bowl n o t as a bowl. I f f u n c t i o n is the relevant aspect, i t I s o f no I n t e r e s t to d i s t i n g u i s h between situations where b u l b and socket are as above, and t h e i r u p s i d e down v e r s i o n s . With the bowl, t h i s distinction matters. Similarly, the normally useful A pear in 6 is m tke ~ I . It is not to distinguish between s i t u a t i o n A and E For t h e two examples J u s t d e s c r i b e d , one could c o n t r i v e Contexts i n w h i c h the d i s t i n c t i o n s norsally ignored w o u l d be i m p o r t a n t . And c e r t a i n l y adequate lOdels of language should account f o r t h i s p o s s i b i l i t y . A locative expression may describe the general i n t e n t i o n of a per}on over some time, rather than his p r e c i s e l o c a t i o n at the tlme of speaking. I could say L~nn is.at.t~e store even if l knew .Lynn might still be on her way. But t h i s may not be appropriate (e.g. i f I know the addressee is at the s t o r e ) . Relevance is i m p o r t a n t f o r Grlcean inferences. For instance, from /on is near his desk, one can generally infer i o n t~ not at his desk. I f however I asked a f r i e n d on the phone "are you near your desk? could you look up the address...", an a p p r o p r i a t e answer is "yes", even if my f r i e n d is a t h i s / h e r desk. In ~hls context pro xim it y is the r e l e v a n t aspect, and "near" becomes appropriate. 2.5. SALIENCE The book below l e f t is on the table, the l i d ( r i g h t ) is n o t , because the i n t e r v e n i n g r e l a t i o n between the l i d and the jar is salient. Such salience Is not primarily a u m t t e r o f the size of some intervening object. ~#.book (One c o u l d however say here: A ls to the right and behind B, or A is ~agonally to the right of B. This suggests th a t even in t h e presence of C, A is to the algae of B is true, but "uncooperative" [Grice 1974]. However, It is "uncooperative" precisely because of some intrinsic property o f the concept to the right - - l.e. because ".closer to the axis" is in some sense a better way tO r e a l i z e to the right. Even I f one grants some usefulness to the semantic/pragmatic distinction, i t does not neatly apply here.) A similar use of c o n t r a s t can be seen with the ch.,~r is In the corner in the f i g u r e below. I t is not appropriate u n l e s s the armchair be removed. ~5'l~lid ,@.-.cha i r One g e n e r a l l y s a y s t h a t X is tn eke field and in the ~mi, whenever field or bowl contain X. One ~ay however say the dust on the ~ml, and the fertilizer on the ~eid. An adhering thln lamina brings attention to c o n t a c t rather than inclusion. The co n ce p t o f a " c o r n e r " has b u i l t In that In the corner becomes less a p p r o p r i a t e as one gets further from the vertex itself, 2.6. Many uses o f the p r e p o s i t i o n s cannot be explained in terms o f any of the above f a c t o r s . One then needs a d e s c r i p t i o n o f the c o n t e x t of use a t a rather s p e c i f i c level. Consider f o r example the contexts in which one will say Suzy is at the playground versus in the playp'ound. In would be ( i ) p r e f e r r e d i f t h e speaker can see Suzy, (il) r e q u i r e d I f the addressee expects Suzy to be Just o u t s i d e the playground, ( t i t ) required i f the speaker h e r / h i m s e l f I s in the playground (an analogous c o n t r a s t exists between at the be~k and on the beach). These conditions "suggest" a close-up view, and th a t the speaker's knowledge is precise; by contrast, "at" s u g g e s t s a remote view, and imprecise knowledge. But " t o suggest" is not to imply: one cannot i n f e r these c o n d i t i o n s o f use from the ideas of a remote versus a c l o s e - u p view. HIGHLIGHTING SOME BACKGROUND ELEMENT The c h o i c e between expressions is often a matter of b r i n g i n g attention to some. background element ra t h e r than s i g n a l l i n g d i f f e r e n c e s of f a c t . Thus to tke right, as c o n t r a s t e d w i t h on the rigM, tends to h i g h l i g h t the d i s t a n c e between the two objects, and to evoke t r a v e l away from the r e f e r e n c e object; the contr a st cannot always be described in terms of o b j e c t i v e d i f f e r e n c e s in the situations ( i t sometimes is: thus i f a t h i r d o b j e c t o f the same kind Is between the two considered, o n l y to the right is a p p r o p r i a t e ) . And on the right side of the bu~lW~ng as c o n t r a s t e d w i t h on the rigkt ~ the b~l~ng brings attention to the w a l l . Consider also Bogota is melon the equator; " a t " will be p r e f e r r e d I f one wishes to signal the presence of some transverse l i n e (e.g. a t r a v e l traJectory~. 2. 7. INDETERMINACY Most spatial relations are t r u e given a c e r t a i n t o l e r a n c e . The t o l e r a n c e has a lower l i m i t defined by t h e n a t u r e of the o b j e c t s ; i t s e f f e c t i v e value depends on o n e ' s purpose, and the p r e c i s i o n of one's knowledge. Thus, the angular p r e c i s i o n with which ~ r ~ t l y to the ~gM i s d e f i n e d v a r i e s w i t h s i l v e r w a r e on the table, chess p i e c e s on a board, or houses on a block. 2.8. CONTRAST " P o l a r concepts", i.e. terms like to the ngkG may behave l l k e i m p l i c i t comparatives. In some sense, to the right is b e t t e r r e a l i z e d the c l o s e r the located object i s to the " r i g h t axis". Thus, i f I said put the ckair to the righ! of tke desk, I would expect you to put it more or less on the r l g h t a x i s o f the desk. And, in the f i g u r e below, A ls to tAe right of B only in the absence of C. The location of A must be c o n t r a s t e d w i t h that of s i m i l a r objects in the r e l e v a n t part of space. 2. 9. (~THERS 3. COR~ M E A N I N ~ With most of the examples given, the explanation suggested f o r the choice of a p re p o sit io n assumes the e x i s t e n c e o f a "core meaning". This core meaning is basically a geometrical relationship between geometrical entities. Thus, in a given context, " g e o m e t r i c a l d e s c r i p t i o n s " (say a point, l i n e , surface, volume, lamina, e t c . ) are mapped onto the subject and object of the preposition. Strictly speaking, the core meanings are -- at best -- true only of these geometric descriptions. In f a c t , they may not even hold f o r any such g e o m e t r i c d e s c r i p t i o n - - see the pear in ¢ ~ml example above, assuming the natural core meaning for "lne, i . e . " i n c l u s i o n " . Yet, the core meaning is then present as "prototype". Here a r e i n f o r m a l d e f i n i t i o n s o f the core meanings f o r two categories of prepositions, designated as "topological" (at. on. in), and " p r o j e c t i v e " (to the right, be~nd, e t c . ) . Topological prepositions: in: partial i n c l u s i o n o f a g e o m e t r i c a l c o n s t r u c t in a v o l u m e , an a r e a , o r a l i n e . on: contiguity, a d j a c e n c y of a g e o m e t r i c a l c o n s t r u c t with a surface, or a l i n e . ~ : c o i n c i d e n c e o f a p o i n t w i t h a p o i n t in s p a c e . context, inclusion, contiguity, and c o i n c i d e n c e need not be true. Thus the book on top of a p i l e o f books on the t a b l e can be said on tie ta~e, and M a r ~ ts eJ the gate when very close to It. But the r e l a t i o n s r e p r e s e n t the " i d e a l " around which p a r t i c u l a r instances gravl'tate. Thus at I m p l i e s the c l o s e s t reasonable relationship between two o b j e c t s , and coincidence where sensible (tie c e n t ~ o f t k e drclems attkeint~s~t~onoftke a x e ) . Of course, the core meanings are not s u f f i c i e n t to d e t e r m i n e the c o n d i t i o n s of use of a given p r e p o s i t i o n : one must a l s o know p r e c i s e l y which d e v i a t i o n s from the ideal are permitted. One p r i n c i p a l process J e d l a t t n g between core meanings and a c t u a l c o n d i t i o n s of use Is the mapping o f o b j e c t s onto p o i n t s , surfaces, and volumes. In actual am n o t saying t h a t the core meanings presented here a r e t h e o n l y p o s s i b l e ones. Only when core meanings are I n c o r p o r a t e d in a g l o b a l e x p l a n a t o r y system w i l l I t be possible to make r i g o r o u s arguments f o r a l t e r n a t e c h o i c e s . Those proposed here represent a good s t a r t i n g point. I Projective prepositions: Each o f these p r e p o s i t i o n s involves - - through f a c t , supposition, o r metaphor - - a " p o i n t o f o b s e r v a t i o n ' , k point of observation c o n s i s t s of two vectors, one Indicating the intrinsic v e r t i c a l of the o b s e r v e r (it will n o t be the g r a v i t a t i o n a l v e r t i c a l I f the observer I s l y i n g down, o r not In the g r a v i t a t i o n a l f i e l d ) , and t h e o t h e r o r t h o g o n a l to the f i r s t along the l i n e o f sight. These two vectors completely specify four c o p l a n a r o r t h o $ o n a l h a l f - l i n e a x e s associated with the p o i n t o f o b s e r v a t i o n : the " f r o n t " , " r i g h t " , "back", and "left" a x e s , in c l o c k w i s e o r d e r . In t h e c o r e meaning d e f i n i t i o n of these p r e p o s i t i o n s , r e f e r e n c e and l o c a t e d o b j e c t s are p o i n t s . Given a p o i n t of observation, one can s p e c i f y axes aSSOCiated w i t h t h e r e f e r e n c e o b j e c t - - the "base axes" ( r i g h t , l e f t , front, and back) by r e f e r e n c e to which to the ri~w,kt,be~nd, etc., will be d e f i n e d . These axes o r i g i n a t e at the reference object. If the p o i n t of observation (PObs) coincides w i t h the r e f e r e n c e o b j e c t (PRef) ( f i g u r e A below), the base axes are I d e n t i c a l to those o f the point of observation. I f the p o i n t o f observation Is away from the r e f e r e n c e o b j e c t ( f i g u r e B), the base axes are a mirror i M g e of those o f t h e p o i n t of observation t h e segment object. -- from/pRef !eft4='il~'~ the joining right bmCk~pot~ s mtzror plane being the b i s e c t o r of point o f o b s e r v a t i o n to reference ba~//P"" f Deft@right fr?nt B There a r e thus two p o s s i b l e orders of the base axes, as shown I n A and B. I wlll define the core meaning of each p r o j e c t i v e preposition as f o l l o w s : given a punctual reference object (PRef), punctual l o c a t e d o b j e c t (PLoc), and a point of observation, base axes can be c o n s t r u c t e d a c c o r d i n g t o the procedure o u t l i n e d above: PLoc Is to tie left. o f PRef iff it Analogous d~finitions e a s y to f o r m u l a t e . is located f o r the on the other left base prepositions axis. are A few examples w i l l help understand how these co're meanings are manifest in the a c t u a l uses of the prepositions. In in fremt of a r~ling st~me, the point of observation Is "vlrtual"-l.e. It Is an hypothetical locatlon and direction for vlewlng: the location is coincident with the stone,, and the direction Is the direction of movement. One must o f course assume - - as w i t h the objects In tit= examples t h a t f o l l o w - - t h a t the stone I s a s l m i l a t e d to a point. I n to tie ~gkt of tle char, the base axes may be s p e c i f i e d a s those intrinsic t o the c h a i r -o I . e . by reference to a typical user. The point of observation is then coincident with the r e f e r e n c e o b j e c t o- namely the chair. C o i n c i d e n c e may be the case when the base axes are not Intrinsic to the r e f e r e n c e o b j e c t : f o r Instance on the ri[M of the sto0/ lay be d e f i n e d w i t h respect to somebody s i t t i n g on i t , given a round stool w i t h no intrinsic front axis. R e f e r e n c e o b j e c t and p o i n t of o b s e r v a t i o n are separated I n the moon ~ k i n d the clou~[. They can a l s o be separated when the base axes are intrinsic to t h e r e f e r e n c e o b j e c t : wlth on t ~ r i [ k t side of tle closet, the p o i n t of o b s e r v a t i o n I s d e f i n e d by a t y p i c a l user f a c i n g the c l o s e t . A g a i n , one might d e f i n e the core meanings d i f f e r e n t l y . In . p a r t i c u l a r one could d e f i n e the core meaning of " t o the right" say, a s implying l o c a t i o n In the whole right-hand half-space instead of on the axis. The c h o i c e adopted here r e f l e c t s the f a c t noted In e a r l i e r e x a m p l e s t h a t the " i d e a l " r e a l i z a t i o n of to the ngkt is with the located o b j e c t on the right base a x i s . P r o c e s s e s o t h e r than the mapping of o b j e c t s onto p o i n t s may m e d i a t e between core meanings and actual c o n d i t i o n s o f use. The r e f e r e n c e o b j e c t amy r o t a t e : where is on t~e right nd, r of the ~ n t i n g when the painting is tllted7 Tie tree to tie ri@kt of tie ro(~ a c t u a l l y means " a t s o b p o i n t of the r o a d " - - t h i n k o f a c u r v i n g r o a d ) , end the ~ ~ n d tat barbed wirefence assumes " i n t e g r a t i o n " along the length o f t h e f e n c e (note one cannot say t / ~ t y to tie ntkt o f t k e f ~ c e to the Same effect -- that is r e f e r r i n g In thls way to t h e whole c i t y . The l i n e o f s i g h t I s a favored a x i s , as compared t o r i g h t , l e f t , and hack axes). 4. SOME CONCLUS|( .'S Here are suggested the main problels and directions by the examples in this paper. of inquiry One c a n n o t fully explain the use of a l o c a t i v e predication in a given s i t u a t i o n in terms of the core meanings t o g e t h e r w i t h some i n f e r e n c e s from general principles involving object knowledge, salience, relevance, the precision desired, etc. T h e r e w111 always remain uses involving some degree of arbitrariness (most uses are "motivated", If not "compositional" [Flllmore Ig?9] -- i.e. the morphemes composing the appropriate expression are normally selected from "reasonable" candidates). Even where such principles are at play, they may operate not at the comprehension/production level, but rather at the p h y l o g e n e t i c l e v e l . To s o r t p r i n c i p l e d aspects o f use from a r b i t r a r y ones, and to understand e x a c t l y where such p r i n c i p l e s operate, one must of course f i r s t establish t h e i r e x i s t e n c e and nature. REFERENCES Boggess, L o is C. 1979. Computational i n t e r p r e t a t i o n of E n g l i s h s p a t i a l p r e p o s i t i o n s . PHO thesis, U n i v e r s i t y o f Illinois, Urbana. In t e r m s o f knowledge of t h e p h y s i c a l world, I b e l i e v e o n e importan~ step. toward a d e q u a t e representations is t o p u t t h e e x p e r i e n c e r back i n t o t h e p i c t u r e . That i s , Denofsky, Murray E. 1 9 7 6 . How near is near: a near specialist. M.~.T. Artificial I~telltgence Lab. memo no. 344, Cambrldge, Mass. I t i s not enough - - or even always necessary - - to know where what o b j e c t s are; one must also consider how much fits into one field opposed, to how viewing distance, of view, "are", they visibility, how t h i n g s "appear" how t h i s changes o b s t r u c t i o n , etc. as with General p r i n c i p l e s o f salience should ue studied: how some o b j e c t p a r t s or r e l a t i o n s are selected as most i m p o r t a n t - - e i t h e r in a l l imaginable contexts, or in some c o n t e x t s . Salience underlies many Instances of metonymy (in at t~e front of tAe t~atre, " t h e a t r e " a c t u a l l y r e f e r s to the p a r t occupied by the audience). Fillmore, Charles J. 1971. Santa Cruz lectures on detxls, presented a t the U n i v e r s i t y of C a l i f o r n i a , Santa Cruz. Mimeographed, Indlan~ University L i n g u i s t i c s Club, Bloomington. , linguistics. Llnguls~ 1979. Innocence: a second i d e a l i z a t i o n for Pr~ecdings. FlftA Annual Mitring, Btrkel~ 3oci¢~, 63-76. University of California, Berkeley. Grice, 1974. Logic and conversation. 3~ntaz and 3, ed. by Peter Cole and J e r r y 41-$8. New York: Academic Press. H. Paul. Semantic: ~pe~A o~ts, vol. M a n y ' q u e s t i o n s revolve around the issue of "relevance" - - of "what matters, to whom, in what circumstances" r a t h e r than the t r a d i t i o n a l concern with what is true. All existing artificial I n t e l l i g e n c e programs have i g n o r e d t h i s problem by using a l i m i t e d vocabulary In a limited domain, so t h a t the question of se le ct in g r e l e v a n t u t t e r a n c e s never arises. Relevance i s l i n k e d to the speaker's purpose, as u n y o f the c o n t e x t u a l f a c t o r s described in t h i s paper - indeterminacy, Gricean inferences, highlighting of background elements, determination of the Figure/Ground relationship, etc. The set of " e x p r e s s i b l e " 8oals is c o n s t r a i n e d by t h e " p o t e n t i a l " of the language, i . e . by a semantic system w i t h f i n i t e l y many options. One can o n l y want to say what can be said, and said in a reasonable amount o f time. Clearly, " p l a n n i n g " for natural problem. language processing is a very Important Purpose however, w i l l not explain everything one says. Simple associative mechanisms must sometimes be responsible f o r what one says. For instance, some background element may be h i g h l i g h t e d - - provided Some l i n g u i s t i c means to do so e x i s t s - - only because some p a s s i v e a s s o c i a t i v e l i n k has brought i t to a t t e n t i o n . Once general p r i n c i p l e s are b e t t e r understood, I t Is an open q u e s t i o n whether they are used by speakers, or whether t h e i r e x p l a n a t o r y power Is at the phyiogenettc l e v e l (and w i l l thus be only I m p l i c i t in the s t r u c t u r e of the knowledge representation). For instance, a l t h o u g h t h e r e is a general p r i n c i o l e t h a t the l o c a t e d o b j e c t should be more mobile than the reference object, p r o d u c t i o n may not proceed by inferences from t h i s g e n e r a l p r i n c i p l e together with scenarios Involving the two o b j e c t s . The l i n g u i s t i c expression (or p a t t e rn f o r e x p r e s s i o n s ) may be attached to some representation of a "situation type" i n v o l v i n g the two objects (or two superordinate objects). And although " a t " generally i m p l i e s the c l o s e s t reasonable r e l a t i o n s h i p between two objects, such a d e f i n i t i o n may never be used by a speaker -or used only In the creation or u n d e r s t a n d i n g o f novel types of expressions, metaphors, witticisms, etc. What speakers do, and what conputer models of comprehension and production processes should be made to do, are two d i f f e r e n t things: the l a t t e r depends on the c o n s t r u c t e r ' s goals, which should be subjected to some s c r u t i n y . A c o m p u t a t i o n a l treatment of the use of pr e p o sit io n s will r e q u i r e much g r e a t e r s o p h i s t i c a t i o n than naive r e p r e s e n t a t i o n theory would lead us to expect. L. Morgan, Talmy, beonard~ 1978a. Figure and ground in complex se n t e n ce s. Unluttsals of Human Language, vol. 4, ed. by Joseph H. Greenberg e t ' a l , 625-649. "Stanford, Col: Stanford Univ..Press. 1978b. The R e l a t i o n o t ' g r a m u r to c o g n i t i o n - - a synopsis. T~rtt~allssuts In Natur~ Language Pr~sin~2. 14-24. Coordinated Science Lab., University of illinois, Urbana-Champatgn.
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