Triple
T5270056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Cox |
E119233
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Royal Melbourne Institute of Technology |
E31333
|
NE FINISHED |
How this triple was built (2 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: Royal Melbourne Institute of Technology | Statement: [Paul Cox, education, Royal Melbourne Institute of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Melbourne Institute of Technology Context triple: [Paul Cox, education, Royal Melbourne Institute of Technology]
-
A.
RMIT University
chosen
RMIT University is a major Australian public research university and global technology and design institution headquartered in Melbourne.
-
B.
Swinburne University of Technology (city campus)
Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
-
C.
Monash University
Monash University is a major Australian public research university known for its strong global rankings, extensive international campuses, and wide range of academic and professional programs.
-
D.
University of Melbourne
The University of Melbourne is a leading Australian public research university renowned globally for its strong academic programs, high-impact research, and vibrant campus life.
-
E.
La Trobe University
La Trobe University is a major Australian public research university based in Melbourne, known for its strengths in humanities, social sciences, and health sciences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 20, 2026, 1:51 p.m.