Triple
T547909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gold Coast |
E12771
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Bond University
Bond University is a private, research-focused university in Australia known for its small class sizes, accelerated degrees, and campus on the Gold Coast in Queensland.
|
E69299
|
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: Bond University | Statement: [Gold Coast, hasUniversity, Bond University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bond University Context triple: [Gold Coast, hasUniversity, Bond University]
-
A.
RMIT University
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.
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.
-
D.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
E.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs 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: Bond University Triple: [Gold Coast, hasUniversity, Bond University]
Generated description
Bond University is a private, research-focused university in Australia known for its small class sizes, accelerated degrees, and campus on the Gold Coast in Queensland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bond University Target entity description: Bond University is a private, research-focused university in Australia known for its small class sizes, accelerated degrees, and campus on the Gold Coast in Queensland.
-
A.
RMIT University
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.
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.
-
D.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
E.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498e2e8c88190a66d759ed3094e18 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f3f4e08190a625ae085868b191 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e47c4f908190969ff83c69d7c3a7 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.