Triple
T2548532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of State for the Armed Forces |
E57962
|
entity |
| Predicate | positionHeldInThePastBy |
P18982
|
FINISHED |
| Object |
James Heappey
James Heappey is a British Conservative politician and former soldier who has served as a Member of Parliament and held senior defence roles in the UK government.
|
E276500
|
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: James Heappey | Statement: [Minister of State for the Armed Forces, positionHeldInThePastBy, James Heappey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Heappey Context triple: [Minister of State for the Armed Forces, positionHeldInThePastBy, James Heappey]
-
A.
Andrew Humphrey
Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
-
B.
Percy Green
Percy Green was a civil rights activist and former McDonnell Douglas employee whose discrimination lawsuit led to the landmark U.S. Supreme Court case McDonnell Douglas Corp. v. Green, which established a key framework for proving employment discrimination.
-
C.
Joseph Mather
Joseph Mather was a member of the prominent Mather family of New England Puritan ministers, known primarily as a son of influential clergyman Richard Mather.
-
D.
Andrew Bennison
Andrew Bennison was an American screenwriter active during the early sound era of Hollywood cinema.
-
E.
Anthony Peckham
Anthony Peckham is a South African–born screenwriter best known for scripting films such as "Invictus" and "Sherlock Holmes."
- 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: James Heappey Triple: [Minister of State for the Armed Forces, positionHeldInThePastBy, James Heappey]
Generated description
James Heappey is a British Conservative politician and former soldier who has served as a Member of Parliament and held senior defence roles in the UK government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Heappey Target entity description: James Heappey is a British Conservative politician and former soldier who has served as a Member of Parliament and held senior defence roles in the UK government.
-
A.
Andrew Humphrey
Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
-
B.
Percy Green
Percy Green was a civil rights activist and former McDonnell Douglas employee whose discrimination lawsuit led to the landmark U.S. Supreme Court case McDonnell Douglas Corp. v. Green, which established a key framework for proving employment discrimination.
-
C.
Joseph Mather
Joseph Mather was a member of the prominent Mather family of New England Puritan ministers, known primarily as a son of influential clergyman Richard Mather.
-
D.
Andrew Bennison
Andrew Bennison was an American screenwriter active during the early sound era of Hollywood cinema.
-
E.
Anthony Peckham
Anthony Peckham is a South African–born screenwriter best known for scripting films such as "Invictus" and "Sherlock Holmes."
- 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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd8317b0481908d6d1436732253b2 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d114964819092b847c701a0704e |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5db1c290819099d88815ebe97c1b |
completed | March 9, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e2cd2588190bc24c3cdd350fa70 |
completed | March 9, 2026, 11:56 p.m. |
Created at: March 6, 2026, 9:47 p.m.