Triple
T7258784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bendigo |
E159590
|
entity |
| Predicate | hasTertiaryInstitution |
P3445
|
FINISHED |
| Object |
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
|
E651319
|
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: Bendigo TAFE | Statement: [Bendigo, hasTertiaryInstitution, Bendigo TAFE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bendigo TAFE Context triple: [Bendigo, hasTertiaryInstitution, Bendigo TAFE]
-
A.
Wodonga TAFE
Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
-
B.
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.
-
C.
The Gordon TAFE
The Gordon TAFE is a major vocational education and training institute based in Geelong, Australia, offering a wide range of practical and industry-focused courses.
-
D.
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.
-
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: Bendigo TAFE Triple: [Bendigo, hasTertiaryInstitution, Bendigo TAFE]
Generated description
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bendigo TAFE Target entity description: Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
A.
Wodonga TAFE
Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
-
B.
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.
-
C.
The Gordon TAFE
The Gordon TAFE is a major vocational education and training institute based in Geelong, Australia, offering a wide range of practical and industry-focused courses.
-
D.
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.
-
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_69c68838f9948190875fd60b2351230c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eac340a0819084015a5fbf7a5539 |
completed | March 27, 2026, 8:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3b99af08190a28d77e7363edf45 |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d48d7c948190b10ad0bf2f59bddc |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d517a7108190893878cbef7d1a3a |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:57 p.m.