Triple

T18507552
Position Surface form Disambiguated ID Type / Status
Subject Abbie Hoffman E452238 entity
Predicate spouse P13 FINISHED
Object Anita Hoffman
Anita Hoffman was an American political activist and writer associated with the 1960s counterculture and the Youth International Party (Yippies).
E1414044 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: Anita Hoffman | Statement: [Abbie Hoffman, spouse, Anita Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anita Hoffman
Context triple: [Abbie Hoffman, spouse, Anita Hoffman]
  • A. Donna Arkoff Roth
    Donna Arkoff Roth is a film producer known for her work on popular Hollywood movies, including the romantic comedy "13 Going on 30."
  • B. Anita Epstein
    Anita Epstein is an individual associated with the broader Epstein family name, though specific widely known public details about her are limited.
  • C. Deborah Liebling
    Deborah Liebling is an American television and film producer and executive known for her work on comedy projects.
  • D. Diane Nabatoff
    Diane Nabatoff is a film and television producer known for her work on crime dramas and character-driven stories.
  • E. Janna Malamud Smith
    Janna Malamud Smith is an American writer and psychotherapist known for her memoirs and essays exploring family, identity, and caregiving.
  • 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: Anita Hoffman
Triple: [Abbie Hoffman, spouse, Anita Hoffman]
Generated description
Anita Hoffman was an American political activist and writer associated with the 1960s counterculture and the Youth International Party (Yippies).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anita Hoffman
Target entity description: Anita Hoffman was an American political activist and writer associated with the 1960s counterculture and the Youth International Party (Yippies).
  • A. Donna Arkoff Roth
    Donna Arkoff Roth is a film producer known for her work on popular Hollywood movies, including the romantic comedy "13 Going on 30."
  • B. Anita Epstein
    Anita Epstein is an individual associated with the broader Epstein family name, though specific widely known public details about her are limited.
  • C. Deborah Liebling
    Deborah Liebling is an American television and film producer and executive known for her work on comedy projects.
  • D. Diane Nabatoff
    Diane Nabatoff is a film and television producer known for her work on crime dramas and character-driven stories.
  • E. Janna Malamud Smith
    Janna Malamud Smith is an American writer and psychotherapist known for her memoirs and essays exploring family, identity, and caregiving.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08345238448190a0b44774008b38d0 completed May 16, 2026, 9:09 a.m.
NEDg Description generation batch_6a0834ed79488190aca4ec32a3c0763e completed May 16, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a08358d52a08190b4361485744c774c completed May 16, 2026, 9:14 a.m.
Created at: April 10, 2026, 11:36 a.m.