Triple
T20453619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boiling Point |
E501717
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
James Cummings
James Cummings is a screenwriter best known for his work on the British crime thriller film "Boiling Point."
|
E1431270
|
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: James Cummings | Statement: [Boiling Point, writer, James Cummings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Cummings Context triple: [Boiling Point, writer, James Cummings]
-
A.
Dennis Cummings
Dennis Cummings is a film and television producer best known for his executive production work on the animated musical special "Entergalactic."
-
B.
Steve Cummings
Steve Cummings is a musician best known for having been an early member of the Washington, D.C.-based indie rock band The Dismemberment Plan.
-
C.
Steven Cummings
Steven Cummings is a comic book artist known for his detailed pencilling work on titles such as Marvel’s Star Wars: Crimson Reign.
-
D.
David Cummings
David Cummings is a British comedy writer best known for co-writing the film "Kevin & Perry Go Large" and his work on various UK television comedies.
-
E.
Danny Cummings
Danny Cummings is a British drummer and percussionist best known for his work with Mark Knopfler and as a touring member of Dire Straits.
- 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: James Cummings Triple: [Boiling Point, writer, James Cummings]
Generated description
James Cummings is a screenwriter best known for his work on the British crime thriller film "Boiling Point."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Cummings Target entity description: James Cummings is a screenwriter best known for his work on the British crime thriller film "Boiling Point."
-
A.
Dennis Cummings
Dennis Cummings is a film and television producer best known for his executive production work on the animated musical special "Entergalactic."
-
B.
Steve Cummings
Steve Cummings is a musician best known for having been an early member of the Washington, D.C.-based indie rock band The Dismemberment Plan.
-
C.
Steven Cummings
Steven Cummings is a comic book artist known for his detailed pencilling work on titles such as Marvel’s Star Wars: Crimson Reign.
-
D.
David Cummings
David Cummings is a British comedy writer best known for co-writing the film "Kevin & Perry Go Large" and his work on various UK television comedies.
-
E.
Danny Cummings
Danny Cummings is a British drummer and percussionist best known for his work with Mark Knopfler and as a touring member of Dire Straits.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68d04ca4081909b428c31d16fca10 |
completed | April 20, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08840caccc819082423d0dae166082 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08854ba1bc8190854e106993681272 |
completed | May 16, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0886140858819088f0b09a9903dada |
completed | May 16, 2026, 2:58 p.m. |
Created at: April 16, 2026, 11:32 a.m.