Triple
T7729906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agents of S.H.I.E.L.D. |
E175222
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Jeffrey Bell
Jeffrey Bell is an American television writer and producer known for his work on genre series such as Angel, Alias, and Marvel's Agents of S.H.I.E.L.D.
|
E684313
|
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: Jeffrey Bell | Statement: [Agents of S.H.I.E.L.D., executiveProducer, Jeffrey Bell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Bell Context triple: [Agents of S.H.I.E.L.D., executiveProducer, Jeffrey Bell]
-
A.
Stephen Graham
Stephen Graham is an English character actor known for his intense, often gritty performances in films and television series such as "This Is England," "Boardwalk Empire," and "The Irishman."
-
B.
Mark Berry
Mark Berry, better known as Bez, is an English percussionist and dancer famed for his energetic stage presence with the Madchester band Happy Mondays.
-
C.
David Hill
David Hill is a prominent television executive and producer best known for shaping modern sports broadcasting, including his influential work at Fox Sports.
-
D.
David Hill
David Hill was an early American pioneer and politician in the Oregon Country, recognized as a founding figure of the community that became Hillsboro, Oregon.
-
E.
Michael Marshall
Michael Marshall is an Anglican clergyman who served as the Bishop of Woolwich in the Church of England.
- 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: Jeffrey Bell Triple: [Agents of S.H.I.E.L.D., executiveProducer, Jeffrey Bell]
Generated description
Jeffrey Bell is an American television writer and producer known for his work on genre series such as Angel, Alias, and Marvel's Agents of S.H.I.E.L.D.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Bell Target entity description: Jeffrey Bell is an American television writer and producer known for his work on genre series such as Angel, Alias, and Marvel's Agents of S.H.I.E.L.D.
-
A.
Stephen Graham
Stephen Graham is an English character actor known for his intense, often gritty performances in films and television series such as "This Is England," "Boardwalk Empire," and "The Irishman."
-
B.
Mark Berry
Mark Berry, better known as Bez, is an English percussionist and dancer famed for his energetic stage presence with the Madchester band Happy Mondays.
-
C.
David Hill
David Hill is a prominent television executive and producer best known for shaping modern sports broadcasting, including his influential work at Fox Sports.
-
D.
David Hill
David Hill was an early American pioneer and politician in the Oregon Country, recognized as a founding figure of the community that became Hillsboro, Oregon.
-
E.
Michael Marshall
Michael Marshall is an Anglican clergyman who served as the Bishop of Woolwich in the Church of England.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703358cf881909df8496d943d6de7 |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b52adf6481908cb78e7cc7c4266d |
completed | March 29, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69c8b5e091048190a105cb6743a6d69d |
completed | March 29, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b68f44148190b08882625db98f96 |
completed | March 29, 2026, 5:20 a.m. |
Created at: March 27, 2026, 4:06 p.m.