Triple
T4408756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of State for Trade and Industry |
E94798
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Stephen Byers
Stephen Byers is a British Labour politician who served in senior ministerial roles under Prime Minister Tony Blair, including as a Cabinet member.
|
E465187
|
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: Stephen Byers | Statement: [Secretary of State for Trade and Industry, officeHoldersInclude, Stephen Byers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Byers Context triple: [Secretary of State for Trade and Industry, officeHoldersInclude, Stephen Byers]
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
Roger Byrne
Roger Byrne was an English footballer who captained Manchester United's famed "Busby Babes" side in the 1950s.
-
C.
Ray Merrimen
Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
-
D.
Geoffrey Beevers
Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
-
E.
Bruce Gowers
Bruce Gowers was an acclaimed British television and music video director best known for helming iconic concert films and music specials, including Queen’s “Bohemian Rhapsody” video and numerous stand-up comedy specials.
- 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: Stephen Byers Triple: [Secretary of State for Trade and Industry, officeHoldersInclude, Stephen Byers]
Generated description
Stephen Byers is a British Labour politician who served in senior ministerial roles under Prime Minister Tony Blair, including as a Cabinet member.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Byers Target entity description: Stephen Byers is a British Labour politician who served in senior ministerial roles under Prime Minister Tony Blair, including as a Cabinet member.
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
Roger Byrne
Roger Byrne was an English footballer who captained Manchester United's famed "Busby Babes" side in the 1950s.
-
C.
Ray Merrimen
Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
-
D.
Geoffrey Beevers
Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
-
E.
Bruce Gowers
Bruce Gowers was an acclaimed British television and music video director best known for helming iconic concert films and music specials, including Queen’s “Bohemian Rhapsody” video and numerous stand-up comedy specials.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3548cb92881908a3f98466da8e0a2 |
completed | March 13, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be100f9e58819088fa92122cd57455 |
completed | March 21, 2026, 3:27 a.m. |
| NEDg | Description generation | batch_69be162b30888190a83c15c1cf546ade |
completed | March 21, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be167c5a908190a30376a476c9b7e3 |
completed | March 21, 2026, 3:54 a.m. |
Created at: March 12, 2026, 11:28 p.m.