Triple

T5013993
Position Surface form Disambiguated ID Type / Status
Subject Robert H. Lowie E112695 entity
Predicate notableWork P4 FINISHED
Object Introduction to Cultural Anthropology
Introduction to Cultural Anthropology is a foundational textbook that surveys the methods, theories, and comparative study of human cultures within the discipline of anthropology.
E487421 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: Introduction to Cultural Anthropology | Statement: [Robert H. Lowie, notableWork, Introduction to Cultural Anthropology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Introduction to Cultural Anthropology
Context triple: [Robert H. Lowie, notableWork, Introduction to Cultural Anthropology]
  • A. Cultural Anthropology
    Cultural Anthropology is a leading peer-reviewed journal in the field of anthropology that publishes innovative research on contemporary cultural and social issues worldwide.
  • B. 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.
  • C. Transforming Anthropology
    Transforming Anthropology is a peer-reviewed journal of the American Anthropological Association that focuses on critical, socially engaged, and transformative scholarship in anthropology.
  • D. Medical Anthropology Quarterly
    Medical Anthropology Quarterly is a leading peer-reviewed journal that publishes research on health, illness, and medicine from anthropological perspectives.
  • E. Anthropology and Modern Life
    "Anthropology and Modern Life" is a 1928 book by Franz Boas that applies anthropological insights to critique racism and cultural prejudice in contemporary society.
  • 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: Introduction to Cultural Anthropology
Triple: [Robert H. Lowie, notableWork, Introduction to Cultural Anthropology]
Generated description
Introduction to Cultural Anthropology is a foundational textbook that surveys the methods, theories, and comparative study of human cultures within the discipline of anthropology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Introduction to Cultural Anthropology
Target entity description: Introduction to Cultural Anthropology is a foundational textbook that surveys the methods, theories, and comparative study of human cultures within the discipline of anthropology.
  • A. Cultural Anthropology
    Cultural Anthropology is a leading peer-reviewed journal in the field of anthropology that publishes innovative research on contemporary cultural and social issues worldwide.
  • B. 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.
  • C. Transforming Anthropology
    Transforming Anthropology is a peer-reviewed journal of the American Anthropological Association that focuses on critical, socially engaged, and transformative scholarship in anthropology.
  • D. Medical Anthropology Quarterly
    Medical Anthropology Quarterly is a leading peer-reviewed journal that publishes research on health, illness, and medicine from anthropological perspectives.
  • E. Anthropology and Modern Life
    "Anthropology and Modern Life" is a 1928 book by Franz Boas that applies anthropological insights to critique racism and cultural prejudice in contemporary society.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7310c5b08190a5c9ab0f9fe9569f completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9271eccc8190bbe9bdb876b41cb8 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be9653457c819082c4e4436a940f92 completed March 21, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69be96b861d08190b64145f30b3420b5 completed March 21, 2026, 1:01 p.m.
Created at: March 20, 2026, 1:35 p.m.