Triple
T13091542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hut 8 |
E310473
|
entity |
| Predicate | employed |
P7
|
FINISHED |
| Object | Stuart Milner-Barry |
E312514
|
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: Stuart Milner-Barry | Statement: [Hut 8, employed, Stuart Milner-Barry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Milner-Barry Context triple: [Hut 8, employed, Stuart Milner-Barry]
-
A.
Stuart Milner-Barry
chosen
Stuart Milner-Barry was a British chess master, civil servant, and wartime codebreaker who played a key role at Bletchley Park during World War II.
-
B.
Alastair Stewart
Alastair Stewart is a British journalist and long-serving television news presenter best known for his work with ITN and ITV News.
-
C.
Alan Milburn
Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
-
D.
Peter MacGregor-Scott
Peter MacGregor-Scott was a British film and television producer best known for his work on major Hollywood action and franchise films in the 1980s and 1990s.
-
E.
Colin Stinton
Colin Stinton is a Canadian-American actor known for his character roles in film and television, often portraying authoritative or bureaucratic figures.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d9813acbac8190b2fe5e07287457cf |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27417308190b388be4a31ce4b5d |
completed | May 3, 2026, 5:51 a.m. |
Created at: April 9, 2026, 9:03 p.m.