Triple
T5203508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Walk in the Woods |
E117451
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Bill Holderman
Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
|
E501025
|
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: Bill Holderman | Statement: [A Walk in the Woods, screenwriter, Bill Holderman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Holderman Context triple: [A Walk in the Woods, screenwriter, Bill Holderman]
-
A.
Rayford Young
Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
-
B.
Jack Heuer
Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
-
C.
Bob Wiley
Bob Wiley is a neurotic but endearing patient whose obsessive dependence on his psychiatrist drives the comedic plot of the film "What About Bob?".
-
D.
Billy De Wolfe
Billy De Wolfe was an American character actor and comedian known for his fussy, fast-talking persona in mid-20th-century film, stage, and television comedies.
-
E.
Bill Denbrough
Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
- 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: Bill Holderman Triple: [A Walk in the Woods, screenwriter, Bill Holderman]
Generated description
Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Holderman Target entity description: Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
-
A.
Rayford Young
Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
-
B.
Jack Heuer
Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
-
C.
Bob Wiley
Bob Wiley is a neurotic but endearing patient whose obsessive dependence on his psychiatrist drives the comedic plot of the film "What About Bob?".
-
D.
Billy De Wolfe
Billy De Wolfe was an American character actor and comedian known for his fussy, fast-talking persona in mid-20th-century film, stage, and television comedies.
-
E.
Bill Denbrough
Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a46393c81908da08f4fbfb6147d |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee0a8ae0881909ce3173b73c2b749 |
completed | March 21, 2026, 6:17 p.m. |
| NEDg | Description generation | batch_69bee61df9b4819092e4801195da2462 |
completed | March 21, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee67364588190b5d8f31af7adf1f4 |
completed | March 21, 2026, 6:41 p.m. |
Created at: March 20, 2026, 1:47 p.m.