Triple
T14682425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | mayor |
P185
|
FINISHED |
| Object |
Geoff McDonald
Geoff McDonald is an Australian local government politician who serves as the mayor of the Toowoomba Regional Council in Queensland.
|
E1118706
|
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: Geoff McDonald | Statement: [Toowoomba Regional Council area, mayor, Geoff McDonald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoff McDonald Context triple: [Toowoomba Regional Council area, mayor, Geoff McDonald]
-
A.
Scott McDonald
Scott McDonald is a Scottish former professional footballer best known as a prolific striker for clubs such as Motherwell, Celtic, and Middlesbrough, as well as the Australian national team.
-
B.
Patrick Cahill
Patrick Cahill is a personal name shared by multiple individuals, including various professionals and public figures.
-
C.
Scott Gemmill
Scott Gemmill is an American television writer and producer best known for his work on the NCIS franchise, including serving as an executive producer on NCIS: Sydney.
-
D.
Ryan Lafferty
Ryan Lafferty is a fictional character from the television drama series "Brothers & Sisters," known as the previously unknown half-brother of the Walker family.
-
E.
Derek Nimmo
Derek Nimmo was a British actor and comedian best known for his portrayals of bumbling upper-class clergymen and his frequent appearances on BBC radio and television panel shows.
- 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: Geoff McDonald Triple: [Toowoomba Regional Council area, mayor, Geoff McDonald]
Generated description
Geoff McDonald is an Australian local government politician who serves as the mayor of the Toowoomba Regional Council in Queensland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoff McDonald Target entity description: Geoff McDonald is an Australian local government politician who serves as the mayor of the Toowoomba Regional Council in Queensland.
-
A.
Scott McDonald
Scott McDonald is a Scottish former professional footballer best known as a prolific striker for clubs such as Motherwell, Celtic, and Middlesbrough, as well as the Australian national team.
-
B.
Patrick Cahill
Patrick Cahill is a personal name shared by multiple individuals, including various professionals and public figures.
-
C.
Scott Gemmill
Scott Gemmill is an American television writer and producer best known for his work on the NCIS franchise, including serving as an executive producer on NCIS: Sydney.
-
D.
Ryan Lafferty
Ryan Lafferty is a fictional character from the television drama series "Brothers & Sisters," known as the previously unknown half-brother of the Walker family.
-
E.
Derek Nimmo
Derek Nimmo was a British actor and comedian best known for his portrayals of bumbling upper-class clergymen and his frequent appearances on BBC radio and television panel shows.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cde041081908ae2f2c75a9d5eb2 |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe19574d0481908e6df0a3fa1d4d32 |
completed | May 8, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe19d7af18819086866e77c6afe63c |
completed | May 8, 2026, 5:13 p.m. |
Created at: April 10, 2026, 1:28 a.m.