Triple

T20119214
Position Surface form Disambiguated ID Type / Status
Subject Weather Underground E490552 entity
Predicate notableMember P10 FINISHED
Object Bill Ayers
Bill Ayers is an American former radical activist and co-founder of the Weather Underground who later became a prominent education theorist and professor.
 E1412235 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: Bill Ayers | Statement: [Weather Underground, notableMember, Bill Ayers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Ayers
Context triple: [Weather Underground, notableMember, Bill Ayers]
  • A. Frank Schaeffer
    Frank Schaeffer is an American author, filmmaker, and speaker known for his former role in the evangelical Christian right and his later critiques of fundamentalism and conservative politics.
  • B. David Schenck
    David Schenck is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Schenck.
  • C. Ted Kaczynski
    Ted Kaczynski, known as the "Unabomber," was an American domestic terrorist and former mathematics professor who conducted a nationwide bombing campaign and authored an anti-technology manifesto.
  • D. Bob Black
    Bob Black is an American anarchist writer and social critic best known for his essay "The Abolition of Work" and his critiques of contemporary capitalism and leftist politics.
  • E. Ted Sorel
    Ted Sorel was an American character actor best known for his roles in horror and science fiction films and television series.
  • 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: Bill Ayers
Triple: [Weather Underground, notableMember, Bill Ayers]
Generated description
Bill Ayers is an American former radical activist and co-founder of the Weather Underground who later became a prominent education theorist and professor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Ayers
Target entity description: Bill Ayers is an American former radical activist and co-founder of the Weather Underground who later became a prominent education theorist and professor.
  • A. Frank Schaeffer
    Frank Schaeffer is an American author, filmmaker, and speaker known for his former role in the evangelical Christian right and his later critiques of fundamentalism and conservative politics.
  • B. David Schenck
    David Schenck is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Schenck.
  • C. Ted Kaczynski
    Ted Kaczynski, known as the "Unabomber," was an American domestic terrorist and former mathematics professor who conducted a nationwide bombing campaign and authored an anti-technology manifesto.
  • D. Bob Black
    Bob Black is an American anarchist writer and social critic best known for his essay "The Abolition of Work" and his critiques of contemporary capitalism and leftist politics.
  • E. Ted Sorel
    Ted Sorel was an American character actor best known for his roles in horror and science fiction films and television series.
  • 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6673c32bc8190a52875961fbcc5e2 completed April 20, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08271f2fb081908657a7fb6d2a61be completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a082864abdc819080a9822114eb8c25 completed May 16, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_6a082946da0c81909db45f0989020a17 completed May 16, 2026, 8:22 a.m.
Created at: April 11, 2026, 11:30 p.m.