Triple
T4708815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland University of Technology |
E104457
|
entity |
| Predicate | hasChancellor |
P325
|
FINISHED |
| Object |
Rob Campbell
Rob Campbell is a New Zealand business leader and professional director who has served in prominent governance roles across the country’s corporate and public sectors.
|
E474578
|
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: Rob Campbell | Statement: [Auckland University of Technology, hasChancellor, Rob Campbell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rob Campbell Context triple: [Auckland University of Technology, hasChancellor, Rob Campbell]
-
A.
Andrew Campbell
Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
-
B.
David Campbell
David Campbell is an Australian composer, arranger, and conductor renowned for his extensive work on film scores and orchestral arrangements.
-
C.
Will Campbell
Will Campbell is a supporting character in Louisa May Alcott’s novel "Eight Cousins," known as one of the boys in the extended Campbell family circle surrounding the heroine, Rose.
-
D.
Angus Campbell
Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
-
E.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
- 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: Rob Campbell Triple: [Auckland University of Technology, hasChancellor, Rob Campbell]
Generated description
Rob Campbell is a New Zealand business leader and professional director who has served in prominent governance roles across the country’s corporate and public sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rob Campbell Target entity description: Rob Campbell is a New Zealand business leader and professional director who has served in prominent governance roles across the country’s corporate and public sectors.
-
A.
Andrew Campbell
Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
-
B.
David Campbell
David Campbell is an Australian composer, arranger, and conductor renowned for his extensive work on film scores and orchestral arrangements.
-
C.
Will Campbell
Will Campbell is a supporting character in Louisa May Alcott’s novel "Eight Cousins," known as one of the boys in the extended Campbell family circle surrounding the heroine, Rose.
-
D.
Angus Campbell
Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
-
E.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
- 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_69bd43eac3c08190af7e4020c6c3704c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63ed2ed081908cd52570ba085806 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c84eb4481908a7188672624bc4d |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be606d92208190a986ea437539b846 |
completed | March 21, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be60c64a488190b4ceef60b070b6f8 |
completed | March 21, 2026, 9:11 a.m. |
Created at: March 20, 2026, 1:17 p.m.