Triple
T14682644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broadmeadows |
E344825
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Hume Global Learning Centre – Broadmeadows
Hume Global Learning Centre – Broadmeadows is a community hub in Broadmeadows that combines library, learning, and community services to support local education and engagement.
|
E1113483
|
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: Hume Global Learning Centre – Broadmeadows | Statement: [Broadmeadows, hasFacility, Hume Global Learning Centre – Broadmeadows]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hume Global Learning Centre – Broadmeadows Context triple: [Broadmeadows, hasFacility, Hume Global Learning Centre – Broadmeadows]
-
A.
Holmesglen
Holmesglen is a residential suburb in Melbourne, Victoria, known for its proximity to the city’s rail network and the Holmesglen Institute of TAFE.
-
B.
Burwood Campus
Burwood Campus is Deakin University's main metropolitan campus in Melbourne, known for its modern facilities and strong focus on teaching and research.
-
C.
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.
-
D.
Harcourt Hill Campus
Harcourt Hill Campus is one of Oxford Brookes University’s main sites, known for its green, suburban setting and facilities for education, humanities, and sports.
-
E.
Footscray Institute of Technology
Footscray Institute of Technology was an Australian tertiary education institution in Footscray, Victoria, known for its vocational and technical programs before becoming part of Victoria University.
- 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: Hume Global Learning Centre – Broadmeadows Triple: [Broadmeadows, hasFacility, Hume Global Learning Centre – Broadmeadows]
Generated description
Hume Global Learning Centre – Broadmeadows is a community hub in Broadmeadows that combines library, learning, and community services to support local education and engagement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hume Global Learning Centre – Broadmeadows Target entity description: Hume Global Learning Centre – Broadmeadows is a community hub in Broadmeadows that combines library, learning, and community services to support local education and engagement.
-
A.
Holmesglen
Holmesglen is a residential suburb in Melbourne, Victoria, known for its proximity to the city’s rail network and the Holmesglen Institute of TAFE.
-
B.
Burwood Campus
Burwood Campus is Deakin University's main metropolitan campus in Melbourne, known for its modern facilities and strong focus on teaching and research.
-
C.
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.
-
D.
Harcourt Hill Campus
Harcourt Hill Campus is one of Oxford Brookes University’s main sites, known for its green, suburban setting and facilities for education, humanities, and sports.
-
E.
Footscray Institute of Technology
Footscray Institute of Technology was an Australian tertiary education institution in Footscray, Victoria, known for its vocational and technical programs before becoming part of Victoria University.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde182dab08190aac2ff2db666ee69 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde5efec48819098c55c7b4abcc7a5 |
completed | May 8, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde66b1bf881908072a50d43a527f2 |
completed | May 8, 2026, 1:34 p.m. |
Created at: April 10, 2026, 1:28 a.m.