Triple
T15006284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Takeovers Panel |
E377719
|
entity |
| Predicate | memberRecommendationBy |
P37980
|
FINISHED |
| Object | Treasurer of Australia |
E348600
|
NE FINISHED |
How this triple was built (3 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: Treasurer of Australia | Statement: [Takeovers Panel, memberRecommendationBy, Treasurer of Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Treasurer of Australia Context triple: [Takeovers Panel, memberRecommendationBy, Treasurer of Australia]
-
A.
Treasurer of Australia
chosen
The Treasurer of Australia is the federal government minister responsible for national economic policy, the budget, and oversight of key financial institutions and markets.
-
B.
Minister for Finance of Australia
The Minister for Finance of Australia is a senior cabinet role responsible for overseeing federal government expenditure, budget management, and financial policy.
-
C.
Treasurer of Victoria
The Treasurer of Victoria is the senior government minister responsible for managing the Australian state of Victoria’s finances, including the budget, economic policy, and fiscal strategy.
-
D.
Governor of the Reserve Bank of Australia
The Governor of the Reserve Bank of Australia is the chief executive and primary decision-maker of Australia’s central bank, responsible for setting and implementing monetary policy and overseeing the stability of the financial system.
-
E.
NSW Treasurer
The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: memberRecommendationBy Context triple: [Takeovers Panel, memberRecommendationBy, Treasurer of Australia]
-
A.
commendedBy
Indicates that an entity is praised or formally recognized by another entity for its actions, qualities, or achievements.
-
B.
commendedFor
Indicates that one entity has expressed praise or approval toward another entity specifically because of a particular action, quality, or achievement.
-
C.
recommendedIn
Indicates that one entity is suggested or endorsed within the context, content, or scope of another entity (such as a document, list, or recommendation source).
-
D.
madeRecommendation
Indicates that one entity has suggested or advised another entity to consider a particular option, action, or choice.
-
E.
submitsRecommendationsTo
chosen
Indicates that one entity formally sends or presents recommendations to another entity for consideration or action.
- F. None of above.
Provenance (4 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7322b5c81909089cbbf816e1436 |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dcbd7c88190ad1a302cd0c6ef28 |
completed | May 9, 2026, 2:37 a.m. |
| PD | Predicate disambiguation | batch_69de9a6531a88190acde65199a477350 |
completed | April 14, 2026, 7:49 p.m. |
Created at: April 10, 2026, 2:54 a.m.