Triple
T10075702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gerald W. Abrams |
E213750
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
In the Line of Duty: The Twilight Murders
In the Line of Duty: The Twilight Murders is a made-for-television crime drama film produced by Gerald W. Abrams that dramatizes a series of real-life murder investigations.
|
E845219
|
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: In the Line of Duty: The Twilight Murders | Statement: [Gerald W. Abrams, notableWork, In the Line of Duty: The Twilight Murders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: In the Line of Duty: The Twilight Murders Context triple: [Gerald W. Abrams, notableWork, In the Line of Duty: The Twilight Murders]
-
A.
In the Line of Duty: The Price of Vengeance
In the Line of Duty: The Price of Vengeance is a 1994 American made-for-television crime drama film based on a true story about a police officer’s murder and its impact on his family and colleagues.
-
B.
In the Line of Duty: A Cop for the Killing
In the Line of Duty: A Cop for the Killing is a 1990 American made-for-television crime drama film about police corruption and moral conflict within a big-city police force.
-
C.
In the Line of Duty: Kidnapped
In the Line of Duty: Kidnapped is a made-for-television crime drama film produced by Gerald W. Abrams as part of the "In the Line of Duty" series.
-
D.
In the Line of Duty: Blaze of Glory
In the Line of Duty: Blaze of Glory is a 1997 made-for-television action drama film centered on a high-stakes police operation against heavily armed bank robbers.
-
E.
In the Line of Duty: The F.B.I. Murders
In the Line of Duty: The F.B.I. Murders is a 1988 television crime drama film that dramatizes the real-life 1986 FBI Miami shootout between federal agents and violent bank robbers.
- 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: In the Line of Duty: The Twilight Murders Triple: [Gerald W. Abrams, notableWork, In the Line of Duty: The Twilight Murders]
Generated description
In the Line of Duty: The Twilight Murders is a made-for-television crime drama film produced by Gerald W. Abrams that dramatizes a series of real-life murder investigations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: In the Line of Duty: The Twilight Murders Target entity description: In the Line of Duty: The Twilight Murders is a made-for-television crime drama film produced by Gerald W. Abrams that dramatizes a series of real-life murder investigations.
-
A.
In the Line of Duty: The Price of Vengeance
In the Line of Duty: The Price of Vengeance is a 1994 American made-for-television crime drama film based on a true story about a police officer’s murder and its impact on his family and colleagues.
-
B.
In the Line of Duty: A Cop for the Killing
In the Line of Duty: A Cop for the Killing is a 1990 American made-for-television crime drama film about police corruption and moral conflict within a big-city police force.
-
C.
In the Line of Duty: Kidnapped
In the Line of Duty: Kidnapped is a made-for-television crime drama film produced by Gerald W. Abrams as part of the "In the Line of Duty" series.
-
D.
In the Line of Duty: Blaze of Glory
In the Line of Duty: Blaze of Glory is a 1997 made-for-television action drama film centered on a high-stakes police operation against heavily armed bank robbers.
-
E.
In the Line of Duty: The F.B.I. Murders
In the Line of Duty: The F.B.I. Murders is a 1988 television crime drama film that dramatizes the real-life 1986 FBI Miami shootout between federal agents and violent bank robbers.
- 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_69ca839add308190b57d53b4ec21f2d0 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd0190d808190847ea0fa401ef06c |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d30041f8a88190b24de139e4acf9bb |
completed | April 6, 2026, 12:37 a.m. |
| NEDg | Description generation | batch_69d301dd614481909b357f319ba5e876 |
completed | April 6, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d302978e808190a9f5371a2bf4abce |
completed | April 6, 2026, 12:47 a.m. |
Created at: March 30, 2026, 8:59 p.m.