Triple
T8020084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beautiful Girls |
E186717
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Paul Kirkwood
Paul Kirkwood is the central protagonist of the film "Beautiful Girls," around whom the story’s themes of friendship, nostalgia, and romantic uncertainty revolve.
|
E726266
|
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: Paul Kirkwood | Statement: [Beautiful Girls, mainCharacter, Paul Kirkwood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Kirkwood Context triple: [Beautiful Girls, mainCharacter, Paul Kirkwood]
-
A.
Frank Wilcox
Frank Wilcox was an American character actor known for his numerous supporting roles in film and television from the 1930s through the 1960s.
-
B.
Kent L. Wakeford
Kent L. Wakeford was an American cinematographer known for his work on influential 1970s films, particularly in collaboration with director Martin Scorsese.
-
C.
Jack L. Murray
Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
-
D.
Philip Keenan
Philip Keenan was an American astronomer best known for co-developing the Morgan–Keenan (MK) stellar classification system that remains a standard in astrophysics.
-
E.
John Donaldson
John Donaldson was a prominent early-20th-century African American baseball pitcher renowned for his dominance in Black baseball and barnstorming circuits before the formal Negro Leagues era.
- 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: Paul Kirkwood Triple: [Beautiful Girls, mainCharacter, Paul Kirkwood]
Generated description
Paul Kirkwood is the central protagonist of the film "Beautiful Girls," around whom the story’s themes of friendship, nostalgia, and romantic uncertainty revolve.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Kirkwood Target entity description: Paul Kirkwood is the central protagonist of the film "Beautiful Girls," around whom the story’s themes of friendship, nostalgia, and romantic uncertainty revolve.
-
A.
Frank Wilcox
Frank Wilcox was an American character actor known for his numerous supporting roles in film and television from the 1930s through the 1960s.
-
B.
Kent L. Wakeford
Kent L. Wakeford was an American cinematographer known for his work on influential 1970s films, particularly in collaboration with director Martin Scorsese.
-
C.
Jack L. Murray
Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
-
D.
Philip Keenan
Philip Keenan was an American astronomer best known for co-developing the Morgan–Keenan (MK) stellar classification system that remains a standard in astrophysics.
-
E.
John Donaldson
John Donaldson was a prominent early-20th-century African American baseball pitcher renowned for his dominance in Black baseball and barnstorming circuits before the formal Negro Leagues era.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8bc90081909f6f5878e6f1f241 |
completed | March 31, 2026, 3:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd94574a9c8190b826438a51f9ca02 |
completed | April 1, 2026, 9:55 p.m. |
| NEDg | Description generation | batch_69cdab59ac188190ac017651b5a9a04a |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2ae376c8190b3918ba6b269dba9 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:20 p.m.