Triple
T4226505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dandenong, Victoria |
E94470
|
entity |
| Predicate | hasEducationInstitution |
P3445
|
FINISHED |
| Object |
Chisholm Institute Dandenong campus
Chisholm Institute Dandenong campus is a major vocational education and training facility in Dandenong, Victoria, offering a wide range of TAFE courses and practical skills programs for local and international students.
|
E423094
|
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: Chisholm Institute Dandenong campus | Statement: [Dandenong, Victoria, hasEducationInstitution, Chisholm Institute Dandenong campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chisholm Institute Dandenong campus Context triple: [Dandenong, Victoria, hasEducationInstitution, Chisholm Institute Dandenong campus]
-
A.
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.
-
B.
Geelong Waterfront Campus
Geelong Waterfront Campus is a Deakin University campus located on Geelong’s waterfront, known for its modern facilities and focus on disciplines such as architecture, nursing, and health.
-
C.
Geelong Waurn Ponds Campus
Geelong Waurn Ponds Campus is a major regional campus of Deakin University located in Geelong, Victoria, known for its engineering, science, and technology facilities.
-
D.
Corio campus
Corio campus is the main and historic campus of Geelong Grammar School, located in Corio near Geelong, Victoria, Australia.
-
E.
Caulfield campus
Caulfield campus is one of Monash University’s major campuses in Melbourne, known for its strong focus on business, art and design, and information 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: Chisholm Institute Dandenong campus Triple: [Dandenong, Victoria, hasEducationInstitution, Chisholm Institute Dandenong campus]
Generated description
Chisholm Institute Dandenong campus is a major vocational education and training facility in Dandenong, Victoria, offering a wide range of TAFE courses and practical skills programs for local and international students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chisholm Institute Dandenong campus Target entity description: Chisholm Institute Dandenong campus is a major vocational education and training facility in Dandenong, Victoria, offering a wide range of TAFE courses and practical skills programs for local and international students.
-
A.
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.
-
B.
Geelong Waterfront Campus
Geelong Waterfront Campus is a Deakin University campus located on Geelong’s waterfront, known for its modern facilities and focus on disciplines such as architecture, nursing, and health.
-
C.
Geelong Waurn Ponds Campus
Geelong Waurn Ponds Campus is a major regional campus of Deakin University located in Geelong, Victoria, known for its engineering, science, and technology facilities.
-
D.
Corio campus
Corio campus is the main and historic campus of Geelong Grammar School, located in Corio near Geelong, Victoria, Australia.
-
E.
Caulfield campus
Caulfield campus is one of Monash University’s major campuses in Melbourne, known for its strong focus on business, art and design, and information 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4ed34c819081d1479ce87cd78c |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59647bd948190afc168ba1057a52f |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5a42559b48190a2c257a85e30aaac |
completed | March 14, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a4b605788190a099cc14d4a53f8f |
completed | March 14, 2026, 6:11 p.m. |
Created at: March 12, 2026, 11:04 p.m.