Triple

T124812
Position Surface form Disambiguated ID Type / Status
Subject Franz Boas E2523 entity
Predicate influenced P9 FINISHED
Object Melville J. Herskovits
Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
E16942 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: Melville J. Herskovits | Statement: [Franz Boas, influenced, Melville J. Herskovits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melville J. Herskovits
Context triple: [Franz Boas, influenced, Melville J. Herskovits]
  • A. 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.
  • B. Alfred L. Kroeber
    Alfred L. Kroeber was a pioneering American anthropologist known for his influential work on Native American cultures, linguistic anthropology, and the development of cultural anthropology in the United States.
  • C. Ruth Benedict
    Ruth Benedict was a pioneering American anthropologist known for her work on culture and personality, particularly through influential books like "Patterns of Culture."
  • D. Alfred Marston Tozzer
    Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
  • E. Edward Sapir
    Edward Sapir was a pioneering American anthropologist-linguist whose work on language, culture, and cognition helped lay the foundations of modern linguistics and linguistic anthropology.
  • 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: Melville J. Herskovits
Triple: [Franz Boas, influenced, Melville J. Herskovits]
Generated description
Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melville J. Herskovits
Target entity description: Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
  • A. 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.
  • B. Alfred L. Kroeber
    Alfred L. Kroeber was a pioneering American anthropologist known for his influential work on Native American cultures, linguistic anthropology, and the development of cultural anthropology in the United States.
  • C. Ruth Benedict
    Ruth Benedict was a pioneering American anthropologist known for her work on culture and personality, particularly through influential books like "Patterns of Culture."
  • D. Alfred Marston Tozzer
    Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
  • E. Edward Sapir
    Edward Sapir was a pioneering American anthropologist-linguist whose work on language, culture, and cognition helped lay the foundations of modern linguistics and linguistic anthropology.
  • 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_69a2bf67902c8190b4e88c70d25439e8 completed Feb. 28, 2026, 10:11 a.m.
NEDg Description generation batch_69a2bfd78fa48190b7af7a5113c1bbf6 completed Feb. 28, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69a2c0ac71bc8190a80b2090d96c1e37 completed Feb. 28, 2026, 10:17 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.