Triple

T2230474
Position Surface form Disambiguated ID Type / Status
Subject Hamilton E48751 entity
Predicate lightingDesigner P25110 FINISHED
Object Howell Binkley
Howell Binkley was an acclaimed American lighting designer known for his innovative, expressive work on numerous Broadway productions, including the hit musical "Hamilton."
E380043 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: Howell Binkley | Statement: [Hamilton, lightingDesigner, Howell Binkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howell Binkley
Context triple: [Hamilton, lightingDesigner, Howell Binkley]
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. Edwin Blashfield
    Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
  • C. Francis Newton Gifford
    Francis Newton Gifford was a prominent American football player and Hall of Famer who became widely known as a longtime sportscaster on ABC’s Monday Night Football.
  • D. Joseph Howard
    Joseph Howard is the screenwriter best known for writing the hit 1992 comedy film "Sister Act."
  • E. Milton Van Dyke
    Milton Van Dyke was an influential American fluid dynamicist and author known for his classic works on aerodynamics and fluid mechanics, including the widely used reference "An Album of Fluid Motion."
  • 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: Howell Binkley
Triple: [Hamilton, lightingDesigner, Howell Binkley]
Generated description
Howell Binkley was an acclaimed American lighting designer known for his innovative, expressive work on numerous Broadway productions, including the hit musical "Hamilton."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howell Binkley
Target entity description: Howell Binkley was an acclaimed American lighting designer known for his innovative, expressive work on numerous Broadway productions, including the hit musical "Hamilton."
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. Edwin Blashfield
    Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
  • C. Francis Newton Gifford
    Francis Newton Gifford was a prominent American football player and Hall of Famer who became widely known as a longtime sportscaster on ABC’s Monday Night Football.
  • D. Joseph Howard
    Joseph Howard is the screenwriter best known for writing the hit 1992 comedy film "Sister Act."
  • E. Milton Van Dyke
    Milton Van Dyke was an influential American fluid dynamicist and author known for his classic works on aerodynamics and fluid mechanics, including the widely used reference "An Album of Fluid Motion."
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b4c34fb7d881908d45f96f621d26ad completed March 14, 2026, 2:09 a.m.
NEDg Description generation batch_69b4c713c3888190bfcdf5fe9b3969c2 completed March 14, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69b4c7b31e648190b9b8e1f761163035 completed March 14, 2026, 2:28 a.m.
Created at: March 4, 2026, 7:47 p.m.