Triple
T5270057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Cox |
E119233
|
entity |
| Predicate | taughtAt |
P1203
|
FINISHED |
| Object |
Prahran College of Advanced Education
Prahran College of Advanced Education was an Australian tertiary institution in Prahran, Melbourne, known for its strong focus on art, design, and creative education.
|
E506905
|
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: Prahran College of Advanced Education | Statement: [Paul Cox, taughtAt, Prahran College of Advanced Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prahran College of Advanced Education Context triple: [Paul Cox, taughtAt, Prahran College of Advanced Education]
-
A.
Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
-
B.
Peter Gzowski College
Peter Gzowski College is a residential college at Trent University named in honor of Canadian broadcaster and writer Peter Gzowski, fostering a close-knit academic and social community for students.
-
C.
Coolum State High School
Coolum State High School is a public secondary school serving the coastal community of Coolum Beach in Queensland, Australia.
-
D.
Playford International College
Playford International College is a secondary school located in the northern Adelaide suburb of Elizabeth in South Australia.
-
E.
Werribee campus
Werribee campus is a University of Melbourne site in Melbourne’s west known primarily for its veterinary and agricultural teaching and research facilities.
- 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: Prahran College of Advanced Education Triple: [Paul Cox, taughtAt, Prahran College of Advanced Education]
Generated description
Prahran College of Advanced Education was an Australian tertiary institution in Prahran, Melbourne, known for its strong focus on art, design, and creative education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prahran College of Advanced Education Target entity description: Prahran College of Advanced Education was an Australian tertiary institution in Prahran, Melbourne, known for its strong focus on art, design, and creative education.
-
A.
Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
-
B.
Peter Gzowski College
Peter Gzowski College is a residential college at Trent University named in honor of Canadian broadcaster and writer Peter Gzowski, fostering a close-knit academic and social community for students.
-
C.
Coolum State High School
Coolum State High School is a public secondary school serving the coastal community of Coolum Beach in Queensland, Australia.
-
D.
Playford International College
Playford International College is a secondary school located in the northern Adelaide suburb of Elizabeth in South Australia.
-
E.
Werribee campus
Werribee campus is a University of Melbourne site in Melbourne’s west known primarily for its veterinary and agricultural teaching and research facilities.
- 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7bff37cc819095423cf914086c1b |
completed | March 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe9542488190b715bc4bd800cb02 |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69beff3029dc8190b4dc5e207a2bfa03 |
completed | March 21, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69befffd0eac81909ba468ddd6dea687 |
completed | March 21, 2026, 8:30 p.m. |
Created at: March 20, 2026, 1:51 p.m.