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.