Triple
T7294622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Love Machine |
E164487
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Bill Manhoff
Bill Manhoff was an American television and film writer best known for his work on 1960s and 1970s sitcoms, including creating the series "The Odd Couple."
|
E689400
|
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 Manhoff | Statement: [The Love Machine, screenwriter, Bill Manhoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Manhoff Context triple: [The Love Machine, screenwriter, Bill Manhoff]
-
A.
Doug Mankoff
Doug Mankoff is a film and television producer known for financing and executive producing a wide range of independent and prestige projects.
-
B.
Bill Hickman
Bill Hickman was an American stunt driver, stunt coordinator, and character actor best known for his high-speed car chase work in classic films such as Bullitt, The French Connection, and The Seven-Ups.
-
C.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
D.
Bill Manning
Bill Manning is an American sports executive best known for serving as president of Major League Soccer clubs, including Toronto FC and previously Real Salt Lake.
-
E.
Jim Veltman
Jim Veltman is a former Canadian professional lacrosse player renowned as one of the greatest leaders and transition players in National Lacrosse League history, particularly with the Toronto Rock.
- 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 Manhoff Triple: [The Love Machine, screenwriter, Bill Manhoff]
Generated description
Bill Manhoff was an American television and film writer best known for his work on 1960s and 1970s sitcoms, including creating the series "The Odd Couple."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Manhoff Target entity description: Bill Manhoff was an American television and film writer best known for his work on 1960s and 1970s sitcoms, including creating the series "The Odd Couple."
-
A.
Doug Mankoff
Doug Mankoff is a film and television producer known for financing and executive producing a wide range of independent and prestige projects.
-
B.
Bill Hickman
Bill Hickman was an American stunt driver, stunt coordinator, and character actor best known for his high-speed car chase work in classic films such as Bullitt, The French Connection, and The Seven-Ups.
-
C.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
D.
Bill Manning
Bill Manning is an American sports executive best known for serving as president of Major League Soccer clubs, including Toronto FC and previously Real Salt Lake.
-
E.
Jim Veltman
Jim Veltman is a former Canadian professional lacrosse player renowned as one of the greatest leaders and transition players in National Lacrosse League history, particularly with the Toronto Rock.
- 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_69c6887a499881909dd23341399c59d8 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6eb8b7cc08190983739bf667057c9 |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8fa20137081909a21ac366c19407f |
completed | March 29, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69c8fde9ff1c81909aaae20da6c18a50 |
completed | March 29, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8fe364fb081908cf0959809c204e2 |
completed | March 29, 2026, 10:25 a.m. |
Created at: March 27, 2026, 3 p.m.