Triple
T22974079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bros |
E571264
|
entity |
| Predicate | leadCharacter |
P1668
|
FINISHED |
| Object | Aaron Shepard |
—
|
NE NERFINISHED |
How this triple was built (3 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: Aaron Shepard | Statement: [Bros, leadCharacter, Aaron Shepard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Shepard Context triple: [Bros, leadCharacter, Aaron Shepard]
-
A.
Kyle Sullivan
Kyle Sullivan is an American actor best known for his television roles in series such as "The War at Home" and the sketch comedy show "All That."
-
B.
Scott Shepard
Scott Shepard is a relatively obscure individual whose name is shared with various professionals, making it difficult to attribute a single widely recognized identity to him without additional context.
-
C.
Chuck Sullivan
Chuck Sullivan is a member of the Sullivan family known for his prominence and public recognition within that lineage.
-
D.
Chris Willis
Chris Willis is an American singer and songwriter best known for his frequent collaborations with French DJ David Guetta on several international dance hits.
-
E.
Jonathan Hunter
Jonathan Hunter is the son of British screenwriter Ian McLellan Hunter, who was known for his work in mid-20th-century cinema.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Shepard Target entity description: Aaron Shepard is the main protagonist of the film "Bros," around whom the romantic and comedic events of the story revolve.
-
A.
Kyle Sullivan
Kyle Sullivan is an American actor best known for his television roles in series such as "The War at Home" and the sketch comedy show "All That."
-
B.
Scott Shepard
Scott Shepard is a relatively obscure individual whose name is shared with various professionals, making it difficult to attribute a single widely recognized identity to him without additional context.
-
C.
Chuck Sullivan
Chuck Sullivan is a member of the Sullivan family known for his prominence and public recognition within that lineage.
-
D.
Chris Willis
Chris Willis is an American singer and songwriter best known for his frequent collaborations with French DJ David Guetta on several international dance hits.
-
E.
Jonathan Hunter
Jonathan Hunter is the son of British screenwriter Ian McLellan Hunter, who was known for his work in mid-20th-century cinema.
- F. None of above. chosen
Provenance (2 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_69e245b2c6548190a0e4c7f2f7df2d48 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f182350b448190a34e5fa0167fd964 |
completed | April 29, 2026, 3:59 a.m. |
Created at: April 17, 2026, 3:48 p.m.