Triple
T23074579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Beast of Yucca Flats |
E575293
|
entity |
| Predicate | cinematography |
P1953
|
FINISHED |
| Object |
John F. Higgins
John F. Higgins was a cinematographer best known for his work on the low-budget 1961 science fiction horror film "The Beast of Yucca Flats."
|
E1569125
|
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: John F. Higgins | Statement: [The Beast of Yucca Flats, cinematography, John F. Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John F. Higgins Context triple: [The Beast of Yucca Flats, cinematography, John F. Higgins]
-
A.
John C. Higgins
John C. Higgins was an American screenwriter known for his work on mid-20th-century films, particularly in the crime and thriller genres.
-
B.
John Higgins
John Higgins is a Scottish professional snooker player widely regarded as one of the sport’s all-time greats, known for multiple world titles and exceptional tactical play.
-
C.
John Higgins
John Higgins is a British comic book artist and colorist best known for his influential work on landmark graphic novels such as Watchmen.
-
D.
John Michael Higgins
John Michael Higgins is an American character actor and comedian known for his roles in films like "Best in Show," "Pitch Perfect," and numerous television comedies.
-
E.
Roland Muirhead
Roland Muirhead was a prominent Scottish nationalist and political activist who played a key role in the early development of the Scottish independence movement.
- 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: John F. Higgins Triple: [The Beast of Yucca Flats, cinematography, John F. Higgins]
Generated description
John F. Higgins was a cinematographer best known for his work on the low-budget 1961 science fiction horror film "The Beast of Yucca Flats."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John F. Higgins Target entity description: John F. Higgins was a cinematographer best known for his work on the low-budget 1961 science fiction horror film "The Beast of Yucca Flats."
-
A.
John C. Higgins
John C. Higgins was an American screenwriter known for his work on mid-20th-century films, particularly in the crime and thriller genres.
-
B.
John Higgins
John Higgins is a British comic book artist and colorist best known for his influential work on landmark graphic novels such as Watchmen.
-
C.
John Higgins
John Higgins is a Scottish professional snooker player widely regarded as one of the sport’s all-time greats, known for multiple world titles and exceptional tactical play.
-
D.
John Michael Higgins
John Michael Higgins is an American character actor and comedian known for his roles in films like "Best in Show," "Pitch Perfect," and numerous television comedies.
-
E.
Roland Muirhead
Roland Muirhead was a prominent Scottish nationalist and political activist who played a key role in the early development of the Scottish independence movement.
- 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_69e245be28d48190ad1348d5a73db37d |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18c61bb7c8190a3d9b1fba173cdff |
completed | April 29, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c15aaf74881909d2cd5f3d730f1b4 |
completed | May 19, 2026, 7:47 a.m. |
| NEDg | Description generation | batch_6a0c15f186208190889e0766ddf03343 |
completed | May 19, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c165b716c8190b1c1e1683fe897db |
completed | May 19, 2026, 7:50 a.m. |
Created at: April 17, 2026, 3:56 p.m.