How AI reads mapquest

Qwen3 8B

DeepSeek V3

Mistral 7B

Lexical record · WordNet measured

a free, widely-used Web Map Server

Senses2

Synonyms0

Antonyms0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00042
median activation = 0.00026
std. deviation = 0.01562

// greatest deviation from median
dimension = d2604
value = -0.0543
median = 0.00026
z-score = -3.4926σ
absolute deviation = 0.05455

// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 8e-05
median activation = 0.0002
std. deviation = 0.01181

// greatest deviation from median
dimension = d4882
value = 0.07913
median = 0.0002
z-score = 6.6822σ
absolute deviation = 0.07892

// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -3e-05
median activation = 0.0001
std. deviation = 0.01562

// greatest deviation from median
dimension = d2702
value = 0.07258
median = 0.0001
z-score = 4.6383σ
absolute deviation = 0.07247

Semantic proximity · cosine similarity

Term	Cosine	Distance
map	0.7459	0.2541
equestrian	0.4238	0.5762
sequester	0.4194	0.5806
maps	0.1934	0.8066
quest	0.1697	0.8303
mapping	0.1639	0.8361
shortlist	0.1423	0.8577
list	0.1416	0.8584

Term	Cosine	Distance
map	0.6674	0.3326
maps	0.4170	0.5830
quest	0.3743	0.6257
quests	0.2834	0.7166
mapping	0.2782	0.7218
list	0.2649	0.7351
mapped	0.2518	0.7482
request	0.2295	0.7705

Term	Cosine	Distance
map	0.6595	0.3405
conquest	0.5976	0.4024
maple	0.5395	0.4605
maps	0.3826	0.6174
quest	0.2182	0.7818
mapping	0.2114	0.7886
mapped	0.2101	0.7899
quests	0.2094	0.7906

Similarity is distributional, not a dictionary synonym label. High similarity can occur between antonyms because they occupy similar contextual environments.

Opposition candidates

Term	Cosine	Polarity Δ	Score	Relation
WordNet lists no antonyms for this word.

Term	Cosine	Polarity Δ	Score	Relation
WordNet lists no antonyms for this word.

Term	Cosine	Polarity Δ	Score	Relation
WordNet lists no antonyms for this word.

Seeds are WordNet antonyms, ranked by embedding geometry. Opposition is never inferred from cosine distance alone: antonyms sit close, not far.

Tokenization · per model measured

Model	Tokens	Pieces
DeepSeek V3	2	map · quest
Mistral 7B	2	map · quest
Qwen3 8B	2	map · quest

Sense inventory · WordNet measured

Synset	POS	Definition	Lemmas
mapquest.n.01	noun	a free, widely-used Web Map Server	n/a
mapquest.v.01	verb	search for a location and directions by means of the MapQuest program	n/a