Triple
T18831211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter (Australian House of Representatives division) |
E460533
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object | Dan Repacholi |
—
|
NE NERFINISHED |
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: Dan Repacholi | Statement: [Hunter (Australian House of Representatives division), hasRepresentative, Dan Repacholi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Repacholi Context triple: [Hunter (Australian House of Representatives division), hasRepresentative, Dan Repacholi]
-
A.
William Poorvu
William Poorvu is an American real estate investor, author, and longtime Harvard Business School professor known for his influential work in real estate finance and investment.
-
B.
James Lindenbaum
James Lindenbaum is a technology entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
-
C.
Stephen R. Carpenter
Stephen R. Carpenter is an American ecologist renowned for his pioneering research on freshwater ecosystems, lake eutrophication, and resilience in social-ecological systems.
-
D.
L. Hunter Lovins
L. Hunter Lovins is an American environmentalist, author, and sustainable business consultant known for pioneering work on natural capitalism and climate-resilient economic strategies.
-
E.
David L. Schindler
David L. Schindler is an American Catholic theologian known for his work in theological anthropology and culture, especially through a communio-inspired engagement with modernity.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Repacholi Target entity description: Dan Repacholi is an Australian Labor Party politician and former Olympic sport shooter who serves as a federal Member of Parliament.
-
A.
William Poorvu
William Poorvu is an American real estate investor, author, and longtime Harvard Business School professor known for his influential work in real estate finance and investment.
-
B.
James Lindenbaum
James Lindenbaum is a technology entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
-
C.
Stephen R. Carpenter
Stephen R. Carpenter is an American ecologist renowned for his pioneering research on freshwater ecosystems, lake eutrophication, and resilience in social-ecological systems.
-
D.
L. Hunter Lovins
L. Hunter Lovins is an American environmentalist, author, and sustainable business consultant known for pioneering work on natural capitalism and climate-resilient economic strategies.
-
E.
David L. Schindler
David L. Schindler is an American Catholic theologian known for his work in theological anthropology and culture, especially through a communio-inspired engagement with modernity.
- F. None of above. chosen
Provenance (2 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a9992bb081908ba517a5c9d93ef3 |
completed | April 20, 2026, 4:20 a.m. |
Created at: April 10, 2026, 11:56 a.m.