Triple

T13271041
Position Surface form Disambiguated ID Type / Status
Subject Prairie Chapel Ranch E316054 entity
Predicate architect P184 FINISHED
Object David Heymann
David Heymann is an American architect and academic known for his environmentally sensitive residential designs and his work on high-profile projects, including the Texas ranch of former President George W. Bush.
E1034496 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: David Heymann | Statement: [Prairie Chapel Ranch, architect, David Heymann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Heymann
Context triple: [Prairie Chapel Ranch, architect, David Heymann]
  • A. Edward Heyman
    Edward Heyman was an American lyricist best known for writing enduring popular standards during the Great American Songbook era.
  • B. Daniel Ullman
    Daniel Ullman was an American screenwriter known for his work on mid-20th-century genre films, particularly Westerns and thrillers.
  • C. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • D. Jason Hellmann
    Jason Hellmann is a film editor known for his work on the survival thriller movie "The Grey."
  • E. Douglas Meyer
    Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
  • 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: David Heymann
Triple: [Prairie Chapel Ranch, architect, David Heymann]
Generated description
David Heymann is an American architect and academic known for his environmentally sensitive residential designs and his work on high-profile projects, including the Texas ranch of former President George W. Bush.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Heymann
Target entity description: David Heymann is an American architect and academic known for his environmentally sensitive residential designs and his work on high-profile projects, including the Texas ranch of former President George W. Bush.
  • A. Edward Heyman
    Edward Heyman was an American lyricist best known for writing enduring popular standards during the Great American Songbook era.
  • B. Daniel Ullman
    Daniel Ullman was an American screenwriter known for his work on mid-20th-century genre films, particularly Westerns and thrillers.
  • C. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • D. Jason Hellmann
    Jason Hellmann is a film editor known for his work on the survival thriller movie "The Grey."
  • E. Douglas Meyer
    Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99020f710819094c2618662bdc7fd completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f1c2bac81909ac13624f7972919 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f72018c4848190941732e3a938278a completed May 3, 2026, 10:14 a.m.
NED2 Entity disambiguation (via description) batch_69f720bf04548190833af70061b017a1 completed May 3, 2026, 10:17 a.m.
Created at: April 9, 2026, 9:26 p.m.