Triple
T13626612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berry |
E325598
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Steve Berry (politician)
Steve Berry is a British Labour Party politician who served as the Member of Parliament for Huddersfield from 1997 to 2010.
|
E1051636
|
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: Steve Berry (politician) | Statement: [Berry, hasNotableBearer, Steve Berry (politician)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Berry (politician) Context triple: [Berry, hasNotableBearer, Steve Berry (politician)]
-
A.
R. Stephen Berry
R. Stephen Berry was an American physical chemist known for his influential work in theoretical chemistry, energy policy, and science advising.
-
B.
Ed Steele
Ed Steele was a professional baseball player in the Negro Leagues, best known as an outfielder for the Birmingham Black Barons.
-
C.
Ros Bailey
Ros Bailey is a fictional executive character in the "Fifty Shades" series who serves in a senior leadership role at Christian Grey’s company.
-
D.
Carey W. Hayes
Carey W. Hayes is an American screenwriter best known for co-writing popular horror films, including the hit supernatural franchise "The Conjuring."
-
E.
Bill DeMott
Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
- 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: Steve Berry (politician) Triple: [Berry, hasNotableBearer, Steve Berry (politician)]
Generated description
Steve Berry is a British Labour Party politician who served as the Member of Parliament for Huddersfield from 1997 to 2010.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Berry (politician) Target entity description: Steve Berry is a British Labour Party politician who served as the Member of Parliament for Huddersfield from 1997 to 2010.
-
A.
R. Stephen Berry
R. Stephen Berry was an American physical chemist known for his influential work in theoretical chemistry, energy policy, and science advising.
-
B.
Ed Steele
Ed Steele was a professional baseball player in the Negro Leagues, best known as an outfielder for the Birmingham Black Barons.
-
C.
Ros Bailey
Ros Bailey is a fictional executive character in the "Fifty Shades" series who serves in a senior leadership role at Christian Grey’s company.
-
D.
Carey W. Hayes
Carey W. Hayes is an American screenwriter best known for co-writing popular horror films, including the hit supernatural franchise "The Conjuring."
-
E.
Bill DeMott
Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbbe9c72c88190be3d7a3f2e96afbc |
completed | April 12, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77fa6a46881909d381d76d391f5b7 |
completed | May 3, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69f782c41634819096b0939c6c917259 |
completed | May 3, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78366eca88190be313c3a1b1e23ff |
completed | May 3, 2026, 5:18 p.m. |
Created at: April 9, 2026, 9:51 p.m.