Triple
T2784747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leader of the Opposition (New Zealand) |
E61782
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Andrew Little
Andrew Little is a New Zealand politician and former leader of the Labour Party who served as Leader of the Opposition before later holding several ministerial roles in government.
|
E301866
|
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: Andrew Little | Statement: [Leader of the Opposition (New Zealand), officeHoldersInclude, Andrew Little]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Little Context triple: [Leader of the Opposition (New Zealand), officeHoldersInclude, Andrew Little]
-
A.
Christopher Luxon
Christopher Luxon is a New Zealand politician and former airline executive who serves as the country's prime minister and leader of the National Party.
-
B.
Jeff Kennett
Jeff Kennett is an Australian politician who served as the Premier of Victoria from 1992 to 1999 and is known for his economic reforms and outspoken public persona.
-
C.
Kim Beazley
Kim Beazley is an Australian politician and diplomat, a former Deputy Prime Minister and long-serving Labor Party leader who also served as Australia’s Ambassador to the United States.
-
D.
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.
-
E.
Elizabeth Quay
Elizabeth Quay is a waterfront precinct and entertainment hub on the Swan River in central Perth, featuring public spaces, restaurants, and iconic city views.
- 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: Andrew Little Triple: [Leader of the Opposition (New Zealand), officeHoldersInclude, Andrew Little]
Generated description
Andrew Little is a New Zealand politician and former leader of the Labour Party who served as Leader of the Opposition before later holding several ministerial roles in government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Little Target entity description: Andrew Little is a New Zealand politician and former leader of the Labour Party who served as Leader of the Opposition before later holding several ministerial roles in government.
-
A.
Christopher Luxon
Christopher Luxon is a New Zealand politician and former airline executive who serves as the country's prime minister and leader of the National Party.
-
B.
Jeff Kennett
Jeff Kennett is an Australian politician who served as the Premier of Victoria from 1992 to 1999 and is known for his economic reforms and outspoken public persona.
-
C.
Kim Beazley
Kim Beazley is an Australian politician and diplomat, a former Deputy Prime Minister and long-serving Labor Party leader who also served as Australia’s Ambassador to the United States.
-
D.
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.
-
E.
Elizabeth Quay
Elizabeth Quay is a waterfront precinct and entertainment hub on the Swan River in central Perth, featuring public spaces, restaurants, and iconic city views.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd9e11e48190af48f605062ea387 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce8c2a088190824c1a720db05382 |
completed | March 10, 2026, 7:55 a.m. |
| NEDg | Description generation | batch_69afcf7cc6f08190aefbe07ef51f1928 |
completed | March 10, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcfd803848190921f73fe1b15a01b |
completed | March 10, 2026, 8:01 a.m. |
Created at: March 6, 2026, 9:57 p.m.