Triple
T9768601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gang of Four |
E237061
|
entity |
| Predicate | hasNotableMemberRole |
P304
|
FINISHED |
| Object | Shirley Williams was a former Labour Education Secretary |
E79864
|
NE FINISHED |
How this triple was built (2 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: Shirley Williams was a former Labour Education Secretary | Statement: [Gang of Four, hasNotableMemberRole, Shirley Williams was a former Labour Education Secretary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Williams was a former Labour Education Secretary Context triple: [Gang of Four, hasNotableMemberRole, Shirley Williams was a former Labour Education Secretary]
-
A.
Shirley Williams
chosen
Shirley Williams was a prominent British politician and academic, known as a leading Labour and later Social Democratic Party figure and a key advocate for comprehensive education reform.
-
B.
Dora Gaitskell, Baroness Gaitskell
Dora Gaitskell, Baroness Gaitskell was a British Labour politician and life peer who played a prominent role in public life alongside her husband, party leader Hugh Gaitskell.
-
C.
Patricia Hewitt
Patricia Hewitt is a British Labour politician who served in senior ministerial roles under Tony Blair, including as a Cabinet member responsible for trade, industry, and health policy.
-
D.
Clare Short
Clare Short is a British politician and former Labour MP who served as Secretary of State for International Development, known for her outspoken views on poverty, international aid, and the Iraq War.
-
E.
Barbara Castle
Barbara Castle was a prominent British Labour Party politician and reforming cabinet minister, noted for her influential roles in social policy and transport in the mid-20th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84d831b8819090322686b47887ce |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda0f0c64c81908f3435dd49c0218b |
completed | April 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bd05f2588190ab413d26342aa70f |
completed | April 5, 2026, 1:38 a.m. |
Created at: March 30, 2026, 8:25 p.m.