Triple
T234962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melbourne |
E4488
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Monash University (city campuses)
Monash University (city campuses) refers to the network of Monash University’s urban campuses located within metropolitan Melbourne, Australia.
|
E30521
|
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: Monash University (city campuses) | Statement: [Melbourne, hasUniversity, Monash University (city campuses)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monash University (city campuses) Context triple: [Melbourne, hasUniversity, Monash University (city campuses)]
-
A.
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.
-
B.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
-
C.
Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
-
D.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
-
E.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
- 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: Monash University (city campuses) Triple: [Melbourne, hasUniversity, Monash University (city campuses)]
Generated description
Monash University (city campuses) refers to the network of Monash University’s urban campuses located within metropolitan Melbourne, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monash University (city campuses) Target entity description: Monash University (city campuses) refers to the network of Monash University’s urban campuses located within metropolitan Melbourne, Australia.
-
A.
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.
-
B.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
-
C.
Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
-
D.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
-
E.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
- 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25cc9ab2c81909af278a07f86aa1e |
completed | Feb. 28, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3673474548190aea1f43318d15a71 |
completed | Feb. 28, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a367bc6cb48190b5bc588db0833474 |
completed | Feb. 28, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3681d99a881908ea8d2632ba2aab1 |
completed | Feb. 28, 2026, 10:11 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.