Triple
T10194484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FlashForward |
E238124
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Vaughn McKoy
Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
|
E846582
|
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: Vaughn McKoy | Statement: [FlashForward, executiveProducer, Vaughn McKoy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaughn McKoy Context triple: [FlashForward, executiveProducer, Vaughn McKoy]
-
A.
Broderick Fobbs
Broderick Fobbs is an American football coach best known for revitalizing Grambling State University's football program and leading the Tigers to multiple conference championships.
-
B.
Barrett Doss
Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
-
C.
Nick Mundy
Nick Mundy is a music producer and songwriter known for his work in pop and R&B, including producing the album "What Comes Naturally."
-
D.
Henry Luttrell
Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
-
E.
Jack McFarland
Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
- 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: Vaughn McKoy Triple: [FlashForward, executiveProducer, Vaughn McKoy]
Generated description
Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaughn McKoy Target entity description: Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
-
A.
Broderick Fobbs
Broderick Fobbs is an American football coach best known for revitalizing Grambling State University's football program and leading the Tigers to multiple conference championships.
-
B.
Barrett Doss
Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
-
C.
Nick Mundy
Nick Mundy is a music producer and songwriter known for his work in pop and R&B, including producing the album "What Comes Naturally."
-
D.
Henry Luttrell
Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
-
E.
Jack McFarland
Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc7cc748190bceb8f657afcc054 |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317d3c1bc8190811b809aaf93a754 |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d318a95450819086cd07610de39a55 |
completed | April 6, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d319593c908190adc43bc2a213211f |
completed | April 6, 2026, 2:24 a.m. |
Created at: March 30, 2026, 9:13 p.m.