Triple
T11044778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Zealand public sector reforms of the 1980s |
E261108
|
entity |
| Predicate | implementedBy |
P172
|
FINISHED |
| Object |
Finance Minister Roger Douglas
Finance Minister Roger Douglas was a key New Zealand politician who led radical free-market economic reforms in the 1980s, transforming the country’s fiscal and public sector landscape.
|
E901063
|
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: Finance Minister Roger Douglas | Statement: [New Zealand public sector reforms of the 1980s, implementedBy, Finance Minister Roger Douglas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finance Minister Roger Douglas Context triple: [New Zealand public sector reforms of the 1980s, implementedBy, Finance Minister Roger Douglas]
-
A.
Kenneth Baker
Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
-
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.
Alexander Downer
Alexander Downer is an Australian diplomat and former politician who served as the country’s longest-serving Minister for Foreign Affairs.
-
D.
Peter Cosgrove
Peter Cosgrove is an Australian retired senior Army officer who served as the 26th Governor-General of Australia.
-
E.
Josh Frydenberg
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
- 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: Finance Minister Roger Douglas Triple: [New Zealand public sector reforms of the 1980s, implementedBy, Finance Minister Roger Douglas]
Generated description
Finance Minister Roger Douglas was a key New Zealand politician who led radical free-market economic reforms in the 1980s, transforming the country’s fiscal and public sector landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finance Minister Roger Douglas Target entity description: Finance Minister Roger Douglas was a key New Zealand politician who led radical free-market economic reforms in the 1980s, transforming the country’s fiscal and public sector landscape.
-
A.
Kenneth Baker
Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
-
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.
Alexander Downer
Alexander Downer is an Australian diplomat and former politician who served as the country’s longest-serving Minister for Foreign Affairs.
-
D.
Peter Cosgrove
Peter Cosgrove is an Australian retired senior Army officer who served as the 26th Governor-General of Australia.
-
E.
Josh Frydenberg
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
- 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_69d6aa979bdc8190bf0e79104cc098c1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7982e08548190aec04099cef9453c |
completed | April 9, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9f180688190ab2d1142b30a2836 |
completed | April 18, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69e3ad024ee88190948d5d1c327fd063 |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b206c7a4819087eb06faa6e1af21 |
completed | April 18, 2026, 4:32 p.m. |
Created at: April 8, 2026, 9:26 p.m.