Triple

T124795
Position Surface form Disambiguated ID Type / Status
Subject Franz Boas E2523 entity
Predicate knownFor P22 FINISHED
Object Boasian anthropology
Boasian anthropology is a foundational school of thought in anthropology that emphasizes cultural relativism, historical particularism, and rigorous empirical fieldwork to understand human societies on their own terms.
E2523 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: Boasian anthropology | Statement: [Franz Boas, knownFor, Boasian anthropology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boasian anthropology
Context triple: [Franz Boas, knownFor, Boasian anthropology]
  • A. sociobiology
    Sociobiology is a field of study that examines the biological and evolutionary basis of social behavior in animals, including humans.
  • B. Franz Boas
    Franz Boas was a pioneering German-American anthropologist often regarded as the "father of American anthropology" for his foundational work in cultural relativism and field-based ethnographic research.
  • C. Social Darwinism
    Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
  • D. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • E. The Geological Evidence of the Antiquity of Man
    The Geological Evidence of the Antiquity of Man is an 1863 scientific work by Charles Lyell that marshals geological and fossil evidence to argue for the great age of humanity and to support evolutionary ideas.
  • 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: Boasian anthropology
Triple: [Franz Boas, knownFor, Boasian anthropology]
Generated description
Boasian anthropology is a foundational school of thought in anthropology that emphasizes cultural relativism, historical particularism, and rigorous empirical fieldwork to understand human societies on their own terms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boasian anthropology
Target entity description: Boasian anthropology is a foundational school of thought in anthropology that emphasizes cultural relativism, historical particularism, and rigorous empirical fieldwork to understand human societies on their own terms.
  • A. sociobiology
    Sociobiology is a field of study that examines the biological and evolutionary basis of social behavior in animals, including humans.
  • B. Franz Boas chosen
    Franz Boas was a pioneering German-American anthropologist often regarded as the "father of American anthropology" for his foundational work in cultural relativism and field-based ethnographic research.
  • C. Social Darwinism
    Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
  • D. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • E. The Geological Evidence of the Antiquity of Man
    The Geological Evidence of the Antiquity of Man is an 1863 scientific work by Charles Lyell that marshals geological and fossil evidence to argue for the great age of humanity and to support evolutionary ideas.
  • F. None of above.

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.