Triple
T729913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth |
E14807
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Murdoch University
Murdoch University is a public research university in Western Australia known for its strong programs in veterinary science, environmental science, and media and communications.
|
E94195
|
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: Murdoch University | Statement: [Perth, hasUniversity, Murdoch University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murdoch University Context triple: [Perth, hasUniversity, Murdoch University]
-
A.
Curtin University
Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
-
B.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
-
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.
Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
-
E.
University of Western Australia
The University of Western Australia is a leading public research university and one of Australia's oldest institutions of higher education, renowned for its strong research output and picturesque campus.
- 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: Murdoch University Triple: [Perth, hasUniversity, Murdoch University]
Generated description
Murdoch University is a public research university in Western Australia known for its strong programs in veterinary science, environmental science, and media and communications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murdoch University Target entity description: Murdoch University is a public research university in Western Australia known for its strong programs in veterinary science, environmental science, and media and communications.
-
A.
Curtin University
Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
-
B.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
-
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.
Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
-
E.
University of Western Australia
The University of Western Australia is a leading public research university and one of Australia's oldest institutions of higher education, renowned for its strong research output and picturesque campus.
- 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5c290e481908497430a05dbfb90 |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a678759a2881909da848991d7d3ef4 |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67d508f0481908311da68827a764e |
completed | March 3, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67dd7fa6c8190bb05449c87ab02f4 |
completed | March 3, 2026, 6:21 a.m. |
Created at: March 1, 2026, 7:37 p.m.