Triple
T12965292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peninsula campus |
E321244
|
entity |
| Predicate | locatedInLocalGovernmentArea |
P21214
|
FINISHED |
| Object |
City of Frankston
The City of Frankston is a local government area in Melbourne’s south-eastern bayside suburbs, known for its coastal setting, major retail and health services, and role as a regional hub on the Mornington Peninsula.
|
E1015282
|
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: City of Frankston | Statement: [Peninsula campus, locatedInLocalGovernmentArea, City of Frankston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Frankston Context triple: [Peninsula campus, locatedInLocalGovernmentArea, City of Frankston]
-
A.
City of Boroondara
The City of Boroondara is a local government area in Melbourne, Australia, encompassing several affluent inner-eastern suburbs and known for its leafy streets, heritage homes, and well-regarded schools.
-
B.
City of Brimbank
The City of Brimbank is a local government area in Melbourne’s western suburbs, known for its diverse communities and mix of residential, industrial, and commercial precincts.
-
C.
City of Merri-bek
The City of Merri-bek is a local government area in Melbourne, Victoria, Australia, encompassing diverse inner-northern suburbs with a mix of residential, commercial, and cultural precincts.
-
D.
City of Moorabbin
The City of Moorabbin was a former local government area in Melbourne’s southeastern suburbs, administering a mix of residential and industrial communities before being amalgamated into larger municipalities in the 1990s.
-
E.
Hoppers Crossing
Hoppers Crossing is a residential suburb in Melbourne’s western metropolitan area, known for its family-friendly amenities and proximity to major transport links and shopping centres.
- 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: City of Frankston Triple: [Peninsula campus, locatedInLocalGovernmentArea, City of Frankston]
Generated description
The City of Frankston is a local government area in Melbourne’s south-eastern bayside suburbs, known for its coastal setting, major retail and health services, and role as a regional hub on the Mornington Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Frankston Target entity description: The City of Frankston is a local government area in Melbourne’s south-eastern bayside suburbs, known for its coastal setting, major retail and health services, and role as a regional hub on the Mornington Peninsula.
-
A.
City of Boroondara
The City of Boroondara is a local government area in Melbourne, Australia, encompassing several affluent inner-eastern suburbs and known for its leafy streets, heritage homes, and well-regarded schools.
-
B.
City of Brimbank
The City of Brimbank is a local government area in Melbourne’s western suburbs, known for its diverse communities and mix of residential, industrial, and commercial precincts.
-
C.
City of Merri-bek
The City of Merri-bek is a local government area in Melbourne, Victoria, Australia, encompassing diverse inner-northern suburbs with a mix of residential, commercial, and cultural precincts.
-
D.
City of Moorabbin
The City of Moorabbin was a former local government area in Melbourne’s southeastern suburbs, administering a mix of residential and industrial communities before being amalgamated into larger municipalities in the 1990s.
-
E.
Hoppers Crossing
Hoppers Crossing is a residential suburb in Melbourne’s western metropolitan area, known for its family-friendly amenities and proximity to major transport links and shopping centres.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e30b7e88190ac07c91147b62d16 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c0f4798c8190861638c699e98045 |
completed | May 3, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69f6c277e6248190870b3bf9869716a7 |
completed | May 3, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c38bc0b08190b76cb0853d99ad82 |
completed | May 3, 2026, 3:39 a.m. |
Created at: April 9, 2026, 8:27 p.m.