Triple

T15077505
Position Surface form Disambiguated ID Type / Status
Subject Howell Binkley E380043 entity
Predicate familyName P18 FINISHED
Object Binkley
Binkley is a surname most notably associated with Tony Award–winning American lighting designer Howell Binkley.
 E1136059 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: Binkley | Statement: [Howell Binkley, familyName, Binkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Binkley
Context triple: [Howell Binkley, familyName, Binkley]
  • A. Bubley
    Bubley is the surname of Esther Bubley, an influential American photographer known for her documentary work in the mid-20th century.
  • B. Bivins
    Bivins is a surname most notably associated with Michael Bivins, an American singer, rapper, and music executive known for his work with New Edition and Bell Biv DeVoe.
  • C. Bowning
    Bowning is a small rural village in New South Wales, Australia, known for its historic buildings and location near the Hume Highway west of Yass.
  • D. Kimble
    Kimble is the given name of American actor Jonathan Kimble Simmons, known professionally as J.K. Simmons.
  • E. Dinkley
    Dinkley is the surname of Velma Dinkley, the intelligent, mystery-solving character from the Scooby-Doo franchise.
  • 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: Binkley
Triple: [Howell Binkley, familyName, Binkley]
Generated description
Binkley is a surname most notably associated with Tony Award–winning American lighting designer Howell Binkley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Binkley
Target entity description: Binkley is a surname most notably associated with Tony Award–winning American lighting designer Howell Binkley.
  • A. Bubley
    Bubley is the surname of Esther Bubley, an influential American photographer known for her documentary work in the mid-20th century.
  • B. Bivins
    Bivins is a surname most notably associated with Michael Bivins, an American singer, rapper, and music executive known for his work with New Edition and Bell Biv DeVoe.
  • C. Bowning
    Bowning is a small rural village in New South Wales, Australia, known for its historic buildings and location near the Hume Highway west of Yass.
  • D. Kimble
    Kimble is the given name of American actor Jonathan Kimble Simmons, known professionally as J.K. Simmons.
  • E. Dinkley
    Dinkley is the surname of Velma Dinkley, the intelligent, mystery-solving character from the Scooby-Doo franchise.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7fe5a208190823900b25e298dab completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5d2765481908f101bef483ed02f completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea6a27c608190b1bd64c6ed90d268 completed May 9, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69feaa8e608881909e9a7f4295e13d31 completed May 9, 2026, 3:31 a.m.
Created at: April 10, 2026, 3:03 a.m.