Triple
T21762648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dalby, Queensland |
E537199
|
entity |
| Predicate | notablePersonBornHere |
P12823
|
FINISHED |
| Object | Andrew McCullough |
—
|
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: Andrew McCullough | Statement: [Dalby, Queensland, notablePersonBornHere, Andrew McCullough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew McCullough Context triple: [Dalby, Queensland, notablePersonBornHere, Andrew McCullough]
-
A.
Ray McCullough
Ray McCullough is a musician known for being a member of the production and songwriting collective Shampoo Press & Curl.
-
B.
Ullanda McCullough
Ullanda McCullough is an American singer and backing vocalist known for her work in disco, R&B, and pop music during the 1970s and 1980s.
-
C.
Ross McWhirter
Ross McWhirter was a British writer, editor, and television presenter best known for co-compiling and popularizing the Guinness Book of Records with his twin brother, Norris.
-
D.
Bernard Jeffrey McCullough
Bernard Jeffrey McCullough, better known as Bernie Mac, was an American stand-up comedian and actor renowned for his sharp, observational humor and his starring role on "The Bernie Mac Show."
-
E.
Douglas McCain
Douglas McCain is an American politician and member of the prominent McCain family, known primarily as the brother of U.S. Senator James McCain.
- 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: Andrew McCullough Target entity description: Andrew McCullough is an Australian former professional rugby league footballer best known for his long career as a hooker with the Brisbane Broncos in the NRL.
-
A.
Ray McCullough
Ray McCullough is a musician known for being a member of the production and songwriting collective Shampoo Press & Curl.
-
B.
Ullanda McCullough
Ullanda McCullough is an American singer and backing vocalist known for her work in disco, R&B, and pop music during the 1970s and 1980s.
-
C.
Ross McWhirter
Ross McWhirter was a British writer, editor, and television presenter best known for co-compiling and popularizing the Guinness Book of Records with his twin brother, Norris.
-
D.
Bernard Jeffrey McCullough
Bernard Jeffrey McCullough, better known as Bernie Mac, was an American stand-up comedian and actor renowned for his sharp, observational humor and his starring role on "The Bernie Mac Show."
-
E.
Douglas McCain
Douglas McCain is an American politician and member of the prominent McCain family, known primarily as the brother of U.S. Senator James McCain.
- 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_69e0c46f5d1c8190bf830409e98464e5 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f031a711dc8190a786c9849dc344e8 |
completed | April 28, 2026, 4:03 a.m. |
Created at: April 16, 2026, 6:51 p.m.