Triple

T17040933
Position Surface form Disambiguated ID Type / Status
Subject Daniel Everett E413443 entity
Predicate notableWork P4 FINISHED
Object Language: The Cultural Tool
"Language: The Cultural Tool" is a book by linguist Daniel Everett that argues language is primarily shaped by culture and human needs rather than innate universal grammar.
E1247503 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Language: The Cultural Tool | Statement: [Daniel Everett, notableWork, Language: The Cultural Tool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Language: The Cultural Tool
Context triple: [Daniel Everett, notableWork, Language: The Cultural Tool]
  • A. Language as a Window into Human Nature
    "Language as a Window into Human Nature" is the subtitle of Steven Pinker's book *The Stuff of Thought*, which explores how language reveals the structure of human thought, emotion, and social relationships.
  • B. Language in Culture and Society
    Language in Culture and Society is a foundational anthology in linguistic anthropology that explores how language functions within social and cultural contexts.
  • C. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • D. On Language
    On Language is a popular collection of William Safire’s witty and insightful columns exploring usage, grammar, and the evolution of the English language.
  • E. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Language: The Cultural Tool
Triple: [Daniel Everett, notableWork, Language: The Cultural Tool]
Generated description
"Language: The Cultural Tool" is a book by linguist Daniel Everett that argues language is primarily shaped by culture and human needs rather than innate universal grammar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Language: The Cultural Tool
Target entity description: "Language: The Cultural Tool" is a book by linguist Daniel Everett that argues language is primarily shaped by culture and human needs rather than innate universal grammar.
  • A. Language as a Window into Human Nature
    "Language as a Window into Human Nature" is the subtitle of Steven Pinker's book *The Stuff of Thought*, which explores how language reveals the structure of human thought, emotion, and social relationships.
  • B. Language in Culture and Society
    Language in Culture and Society is a foundational anthology in linguistic anthropology that explores how language functions within social and cultural contexts.
  • C. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • D. On Language
    On Language is a popular collection of William Safire’s witty and insightful columns exploring usage, grammar, and the evolution of the English language.
  • E. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.