Triple

T12471787
Position Surface form Disambiguated ID Type / Status
Subject John Heyl Vincent E298074 entity
Predicate middleName P143 FINISHED
Object Heyl
Heyl is the middle name of John Heyl Vincent, an American Methodist bishop and co-founder of the Chautauqua Institution.
 E985469 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: Heyl | Statement: [John Heyl Vincent, middleName, Heyl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heyl
Context triple: [John Heyl Vincent, middleName, Heyl]
  • A. Hearn
    Hearn is a surname of English and Irish origin borne by various notable individuals across fields such as sports, entertainment, and literature.
  • B. Leyhof
    Leyhof is a residential neighborhood in the Dutch town of Leiderdorp, located in the province of South Holland.
  • C. Herlihy
    Herlihy is an Irish-origin surname borne by various notable individuals, including writers, scholars, and public figures.
  • D. Holthees
    Holthees is a small village in the Dutch province of North Brabant, known for its rural character and historic church.
  • E. Hoefnagel
    Hoefnagel is a Dutch-origin surname associated with a notable family name.
  • 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: Heyl
Triple: [John Heyl Vincent, middleName, Heyl]
Generated description
Heyl is the middle name of John Heyl Vincent, an American Methodist bishop and co-founder of the Chautauqua Institution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heyl
Target entity description: Heyl is the middle name of John Heyl Vincent, an American Methodist bishop and co-founder of the Chautauqua Institution.
  • A. Hearn
    Hearn is a surname of English and Irish origin borne by various notable individuals across fields such as sports, entertainment, and literature.
  • B. Leyhof
    Leyhof is a residential neighborhood in the Dutch town of Leiderdorp, located in the province of South Holland.
  • C. Herlihy
    Herlihy is an Irish-origin surname borne by various notable individuals, including writers, scholars, and public figures.
  • D. Holthees
    Holthees is a small village in the Dutch province of North Brabant, known for its rural character and historic church.
  • E. Hoefnagel
    Hoefnagel is a Dutch-origin surname associated with a notable family name.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dca022c819082138fd4d08516da completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2373308190b41aafa635c8de5e completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6437e88c881909b7f1d55c11b0825 completed May 2, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69f644464c0c8190a8d4ea4914d32e7f completed May 2, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:56 p.m.