Triple
T2924572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government Code and Cypher School |
E78811
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Stuart Milner-Barry
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.
|
E312514
|
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: Stuart Milner-Barry | Statement: [Government Code and Cypher School, employer, Stuart Milner-Barry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Milner-Barry Context triple: [Government Code and Cypher School, employer, Stuart Milner-Barry]
-
A.
Alastair Stewart
Alastair Stewart is a British journalist and long-serving television news presenter best known for his work with ITN and ITV News.
-
B.
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.
-
C.
Stuart Woolf
Stuart Woolf was a British historian and translator best known for his English translation of Primo Levi’s "If This Is a Man" and other major works of Italian literature and history.
-
D.
Edward Barrett Moulton-Barrett
Edward Barrett Moulton-Barrett was a wealthy Jamaican-born English landowner best known as the strict and domineering father of Victorian poet Elizabeth Barrett Browning.
-
E.
Stuart Davies
Stuart Davies was a British aeronautical engineer best known for leading the design of the Avro Vulcan strategic bomber.
- 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: Stuart Milner-Barry Triple: [Government Code and Cypher School, employer, Stuart Milner-Barry]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Milner-Barry Target entity description: 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.
-
A.
Alastair Stewart
Alastair Stewart is a British journalist and long-serving television news presenter best known for his work with ITN and ITV News.
-
B.
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.
-
C.
Stuart Woolf
Stuart Woolf was a British historian and translator best known for his English translation of Primo Levi’s "If This Is a Man" and other major works of Italian literature and history.
-
D.
Edward Barrett Moulton-Barrett
Edward Barrett Moulton-Barrett was a wealthy Jamaican-born English landowner best known as the strict and domineering father of Victorian poet Elizabeth Barrett Browning.
-
E.
Stuart Davies
Stuart Davies was a British aeronautical engineer best known for leading the design of the Avro Vulcan strategic bomber.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97bf2df88190bd4f1e90d4656507 |
completed | March 8, 2026, 3:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08664fe308190889e855821a32576 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0c3b6deb48190acb90776d9305e02 |
completed | March 11, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0c41fb0c48190b94cd269c9789c6b |
completed | March 11, 2026, 1:23 a.m. |
Created at: March 8, 2026, 2:55 p.m.