apache

noun 3 senses

any member of Athapaskan tribes that migrated to the southwestern desert (from Arizona to Texas and south into Mexico); fought a losing battle from 1861 to 1886 with the United States and were resettled in Oklahoma

Story Show the data
English Apache apache アパッチ族 阿帕切人
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

any member of Athapaskan tribes that migrated to the southwestern desert (from Arizona to Texas and south into Mexico); fought a losing battle from 1861 to 1886 with the United States and were resettled in Oklahoma
3
0
0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00011
median activation = -2e-05
std. deviation = 0.01562

// greatest deviation from median
dimension = d1171
value = 0.07278
median = -2e-05
z-score = 4.6593σ
absolute deviation = 0.0728
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = -9e-05
median activation = -0.00012
std. deviation = 0.01181

// greatest deviation from median
dimension = d2219
value = 0.05594
median = -0.00012
z-score = 4.7464σ
absolute deviation = 0.05606
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00028
median activation = 0.00011
std. deviation = 0.01562

// greatest deviation from median
dimension = d1387
value = 0.07621
median = 0.00011
z-score = 4.8712σ
absolute deviation = 0.0761

Semantic proximity · cosine similarity

TermCosineDistance
amd 0.1062 0.8938
autonomous 0.1020 0.8980
google 0.1019 0.8981
peach 0.1004 0.8996
sleeping 0.0973 0.9027
amazon 0.0969 0.9031
palace 0.0967 0.9033
java 0.0959 0.9041
TermCosineDistance
apes 0.6915 0.3085
apc 0.6541 0.3459
apatite 0.6441 0.3559
apis 0.6390 0.3610
apocalypse 0.6374 0.3626
apochromatic 0.6116 0.3884
apollo 0.6097 0.3903
apophysis 0.5331 0.4669
TermCosineDistance
apes 0.6612 0.3388
apis 0.6294 0.3706
apc 0.6286 0.3714
apology 0.5949 0.4051
apples 0.5770 0.4230
headache 0.5635 0.4365
apatite 0.5595 0.4405
apologies 0.5585 0.4415

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

Opposition candidates

TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
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

ModelTokensPieces
DeepSeek V3 2 ap · ache
Mistral 7B 2 ap · ache
Qwen3 8B 1 apache

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
apache.n.01 noun any member of Athapaskan tribes that migrated to the southwestern desert (from Arizona to Texas and south into Mexico); fought a losing battle from 1861 to 1886 with the United States and were resettled in Oklahoma n/a
apache.n.02 noun a Parisian gangster n/a
apache.n.03 noun the language of the Apache n/a