Triple
T9854121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Material Girls |
E239541
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Quaintance
John Quaintance is a screenwriter best known for his work on the comedy film "Material Girls."
|
E825085
|
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 Quaintance | Statement: [Material Girls, screenwriter, John Quaintance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Quaintance Context triple: [Material Girls, screenwriter, John Quaintance]
-
A.
James Danforth Quayle
James Danforth Quayle is an American politician and lawyer best known for serving as the 44th vice president of the United States under President George H. W. Bush from 1989 to 1993.
-
B.
Johnny Hutchinson
Johnny Hutchinson was a British rock drummer best known for his work with the Liverpool band The Big Three during the early 1960s Merseybeat era.
-
C.
John Lyons
John Lyons is a film producer best known for his work on major Hollywood comedies, including the Austin Powers series.
-
D.
Giles Healey
Giles Healey was an American photographer and explorer best known for documenting the Maya murals at Bonampak, which brought the site to international attention.
-
E.
John Denham
John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
- 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 Quaintance Triple: [Material Girls, screenwriter, John Quaintance]
Generated description
John Quaintance is a screenwriter best known for his work on the comedy film "Material Girls."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Quaintance Target entity description: John Quaintance is a screenwriter best known for his work on the comedy film "Material Girls."
-
A.
James Danforth Quayle
James Danforth Quayle is an American politician and lawyer best known for serving as the 44th vice president of the United States under President George H. W. Bush from 1989 to 1993.
-
B.
Johnny Hutchinson
Johnny Hutchinson was a British rock drummer best known for his work with the Liverpool band The Big Three during the early 1960s Merseybeat era.
-
C.
John Lyons
John Lyons is a film producer best known for his work on major Hollywood comedies, including the Austin Powers series.
-
D.
Giles Healey
Giles Healey was an American photographer and explorer best known for documenting the Maya murals at Bonampak, which brought the site to international attention.
-
E.
John Denham
John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb376d32c819089381cf6ed83629d |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5f21a04819099f23ede55ec3417 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d7a6a87c81908dcd79c776bb19a1 |
completed | April 5, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d82007088190ac372c67a6760e65 |
completed | April 5, 2026, 3:33 a.m. |
Created at: March 30, 2026, 8:34 p.m.