Triple

T18177432
Position Surface form Disambiguated ID Type / Status
Subject Heller E435198 entity
Predicate hasNotableBearer P458 FINISHED
Object William Heller
William Heller is a name shared by several notable individuals, including figures in politics, academia, and the arts.
E1311694 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: William Heller | Statement: [Heller, hasNotableBearer, William Heller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Heller
Context triple: [Heller, hasNotableBearer, William Heller]
  • A. Grant Douglas Ward
    Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
  • B. Martin Luther McCoy
    Martin Luther McCoy is an American singer, songwriter, and actor known for blending soul, rock, and gospel influences in his music and performances.
  • C. Max Dugan
    Max Dugan is the mysterious, long-absent grandfather whose sudden reappearance with a suitcase of money drives the plot of the 1983 comedy-drama film "Max Dugan Returns."
  • D. John Royce Mathis
    John Royce Mathis is an American pop and jazz singer renowned for his smooth vocal style and romantic ballads, with a career spanning more than six decades.
  • E. Hank Mann
    Hank Mann was a prolific silent film comedian and character actor, best known as one of the original Keystone Cops and for his numerous supporting roles in early Hollywood comedies.
  • 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: William Heller
Triple: [Heller, hasNotableBearer, William Heller]
Generated description
William Heller is a name shared by several notable individuals, including figures in politics, academia, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Heller
Target entity description: William Heller is a name shared by several notable individuals, including figures in politics, academia, and the arts.
  • A. Grant Douglas Ward
    Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
  • B. Martin Luther McCoy
    Martin Luther McCoy is an American singer, songwriter, and actor known for blending soul, rock, and gospel influences in his music and performances.
  • C. Max Dugan
    Max Dugan is the mysterious, long-absent grandfather whose sudden reappearance with a suitcase of money drives the plot of the 1983 comedy-drama film "Max Dugan Returns."
  • D. John Royce Mathis
    John Royce Mathis is an American pop and jazz singer renowned for his smooth vocal style and romantic ballads, with a career spanning more than six decades.
  • E. Hank Mann
    Hank Mann was a prolific silent film comedian and character actor, best known as one of the original Keystone Cops and for his numerous supporting roles in early Hollywood comedies.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df5a72008190bd2e56205b995a87 completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397fd8ab481909868d3600172b0e4 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398fb7fb481908a32c56a798d81fd completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a039a2b85888190bbcae1ba9d8ba715 completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.