Triple
T4437073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm |
E95676
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object | Malcolm Turnbull |
E190630
|
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: Malcolm Turnbull | Statement: [Malcolm, notableBearer, Malcolm Turnbull]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Turnbull Context triple: [Malcolm, notableBearer, Malcolm Turnbull]
-
A.
Malcolm Turnbull
chosen
Malcolm Turnbull is an Australian businessman, lawyer, and politician who served as the 29th Prime Minister of Australia from 2015 to 2018.
-
B.
Scott Morrison
Scott Morrison is an Australian politician who served as the 30th Prime Minister of Australia from 2018 to 2022.
-
C.
Anthony Albanese
Anthony Albanese is an Australian politician serving as the 31st Prime Minister of Australia and leader of the Australian Labor Party.
-
D.
Tony Abbott
Tony Abbott is an Australian politician who served as the 28th Prime Minister of Australia from 2013 to 2015 and long-time member of the Liberal Party.
-
E.
John Key
John Key is a New Zealand politician and businessman who served as the 38th Prime Minister of New Zealand from 2008 to 2016.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558b1d4481909060ede5e0ded4bc |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137960908190814cbdf0b4e56542 |
completed | March 15, 2026, 2:03 a.m. |
Created at: March 12, 2026, 11:31 p.m.