Triple
T2993539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Simon Osindero |
E81011
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Iain Murray
Iain Murray is a machine learning researcher known for his contributions to probabilistic modeling and inference methods.
|
E320967
|
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: Iain Murray | Statement: [Simon Osindero, coAuthorWith, Iain Murray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iain Murray Context triple: [Simon Osindero, coAuthorWith, Iain Murray]
-
A.
Alasdair Roberts
Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
-
B.
Stuart Dryburgh
Stuart Dryburgh is a New Zealand cinematographer known for his acclaimed work on films such as The Piano and Bridget Jones’s Diary.
-
C.
Duncan Stewart
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
-
D.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
-
E.
Iain McCrory
Iain McCrory is the father of the late British actress Helen McCrory, known for her acclaimed work in film, television, and theatre.
- 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: Iain Murray Triple: [Simon Osindero, coAuthorWith, Iain Murray]
Generated description
Iain Murray is a machine learning researcher known for his contributions to probabilistic modeling and inference methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iain Murray Target entity description: Iain Murray is a machine learning researcher known for his contributions to probabilistic modeling and inference methods.
-
A.
Alasdair Roberts
Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
-
B.
Stuart Dryburgh
Stuart Dryburgh is a New Zealand cinematographer known for his acclaimed work on films such as The Piano and Bridget Jones’s Diary.
-
C.
Duncan Stewart
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
-
D.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
-
E.
Iain McCrory
Iain McCrory is the father of the late British actress Helen McCrory, known for her acclaimed work in film, television, and theatre.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99e291e0819089f81c0a7d7a6cd9 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de9d8f6c81909c216efbf2f720fc |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1dfa2fb28819089d7d76d9dc72e06 |
completed | March 11, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e0243a848190bce24d035a79fc0a |
completed | March 11, 2026, 9:35 p.m. |
Created at: March 8, 2026, 2:59 p.m.