Triple

T3690918
Position Surface form Disambiguated ID Type / Status
Subject Coming of Age in Samoa E78339 entity
Predicate criticizedBy P437 FINISHED
Object Derek Freeman
Derek Freeman was a New Zealand anthropologist best known for his controversial critique of Margaret Mead’s work and for challenging cultural determinist views in anthropology.
E380246 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: Derek Freeman | Statement: [Coming of Age in Samoa, criticizedBy, Derek Freeman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Derek Freeman
Context triple: [Coming of Age in Samoa, criticizedBy, Derek Freeman]
  • A. Thomas Binford
    Thomas Binford is an American computer scientist known for his pioneering work in computer vision and artificial intelligence.
  • B. Karl Kerfoot
    Karl Kerfoot is a musician best known as a former member of the American indie folk band Lord Huron.
  • C. Dr. Ned Darrell
    Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
  • D. Timothy P. White
    Timothy P. White is an American academic leader and kinesiologist who served as chancellor of the California State University system and previously led the University of California, Riverside.
  • E. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • 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: Derek Freeman
Triple: [Coming of Age in Samoa, criticizedBy, Derek Freeman]
Generated description
Derek Freeman was a New Zealand anthropologist best known for his controversial critique of Margaret Mead’s work and for challenging cultural determinist views in anthropology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Derek Freeman
Target entity description: Derek Freeman was a New Zealand anthropologist best known for his controversial critique of Margaret Mead’s work and for challenging cultural determinist views in anthropology.
  • A. Thomas Binford
    Thomas Binford is an American computer scientist known for his pioneering work in computer vision and artificial intelligence.
  • B. Karl Kerfoot
    Karl Kerfoot is a musician best known as a former member of the American indie folk band Lord Huron.
  • C. Dr. Ned Darrell
    Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
  • D. Timothy P. White
    Timothy P. White is an American academic leader and kinesiologist who served as chancellor of the California State University system and previously led the University of California, Riverside.
  • E. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4e6147c8190ae358e8cc94f479c completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c9e9c08190bd97642ccf39b172 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c78bca688190bb06f64827285790 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c7f33dec8190b71ea08cb1d34c32 completed March 14, 2026, 2:29 a.m.
Created at: March 8, 2026, 3:26 p.m.