Triple
T4035207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ex Machina |
E83811
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Andrew Macdonald |
E259894
|
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: Andrew Macdonald | Statement: [Ex Machina, producer, Andrew Macdonald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Macdonald Context triple: [Ex Machina, producer, Andrew Macdonald]
-
A.
Andrew Macdonald
chosen
Andrew Macdonald is a British film producer best known for his collaborations with director Danny Boyle on acclaimed films such as "Trainspotting" and "28 Days Later."
-
B.
Mark MacGuigan
Mark MacGuigan was a Canadian Liberal politician, law professor, and federal cabinet minister who notably served as Canada’s Secretary of State for External Affairs in the early 1980s.
-
C.
Bruce McCulloch
Bruce McCulloch is a Canadian actor, writer, and comedian best known as one of the core members of the sketch comedy troupe The Kids in the Hall.
-
D.
Fred Kilgour
Fred Kilgour was an American librarian and information scientist best known for pioneering online library cataloging and founding the OCLC cooperative.
-
E.
Fergus McMaster
Fergus McMaster was an Australian businessman best known as a co-founder and early chairman of Qantas, helping to establish it as a pioneering national airline.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb132f6c8190937acd35a6a5a9e4 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556415ebc8190a528c7e22dbf70df |
completed | March 14, 2026, 12:36 p.m. |
Created at: March 9, 2026, 3:36 p.m.