Triple

T124820
Position Surface form Disambiguated ID Type / Status
Subject Franz Boas E2523 entity
Predicate notableWork P4 FINISHED
Object 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.
E13617 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: Race, Language and Culture | Statement: [Franz Boas, notableWork, Race, Language and Culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Race, Language and Culture
Context triple: [Franz Boas, notableWork, Race, Language and Culture]
  • A. Language and Mind
    Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
  • B. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • C. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • D. Über die Verschiedenheit des menschlichen Sprachbaues
    Über die Verschiedenheit des menschlichen Sprachbaues is a seminal linguistic-philosophical work by Wilhelm von Humboldt that explores the diversity of human language structures and their relation to thought and culture.
  • E. African American literature
    African American literature is a body of writing by Black Americans that explores their historical experiences, cultural identity, and struggles against racism and oppression, often blending oral traditions, political critique, and artistic innovation.
  • 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: Race, Language and Culture
Triple: [Franz Boas, notableWork, Race, Language and Culture]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Race, Language and Culture
Target entity description: 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.
  • A. Language and Mind
    Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
  • B. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • C. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • D. Über die Verschiedenheit des menschlichen Sprachbaues
    Über die Verschiedenheit des menschlichen Sprachbaues is a seminal linguistic-philosophical work by Wilhelm von Humboldt that explores the diversity of human language structures and their relation to thought and culture.
  • E. African American literature
    African American literature is a body of writing by Black Americans that explores their historical experiences, cultural identity, and struggles against racism and oppression, often blending oral traditions, political critique, and artistic innovation.
  • 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_69a251b54ea88190b18281669f59b4c0 completed Feb. 28, 2026, 2:23 a.m.
NER Named-entity recognition batch_69a2573e4e6481908252dfef2e34f46e completed Feb. 28, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2982578e88190a651b8a50e65edaf completed Feb. 28, 2026, 7:24 a.m.
NEDg Description generation batch_69a2989abd3881908a5832f1a0014014 completed Feb. 28, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69a299c2e0a8819084ebe0f257653075 completed Feb. 28, 2026, 7:31 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.