Triple
T22910939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kingston Heath Golf Club (bunkering and revisions) |
E568586
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Cheltenham, Victoria, Australia
Cheltenham is a suburb in Melbourne, Victoria, Australia, known for its residential character, shopping precincts, and proximity to notable golf courses and parklands.
|
E1561105
|
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: Cheltenham, Victoria, Australia | Statement: [Kingston Heath Golf Club (bunkering and revisions), locatedIn, Cheltenham, Victoria, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Victoria, Australia Context triple: [Kingston Heath Golf Club (bunkering and revisions), locatedIn, Cheltenham, Victoria, Australia]
-
A.
Churchill, Victoria
Churchill, Victoria is a small town in the Latrobe Valley region of Gippsland, Victoria, Australia, known primarily as a residential and educational hub near the regional city of Morwell.
-
B.
Ballarat, Victoria, Australia
Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
-
C.
Cheltenham, Gloucestershire, England
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
-
D.
Castlemaine, Victoria, Australia
Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
-
E.
Malvern, Victoria, Australia
Malvern, Victoria, Australia is an affluent inner suburb of Melbourne known for its leafy streets, historic homes, and vibrant shopping precincts.
- 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: Cheltenham, Victoria, Australia Triple: [Kingston Heath Golf Club (bunkering and revisions), locatedIn, Cheltenham, Victoria, Australia]
Generated description
Cheltenham is a suburb in Melbourne, Victoria, Australia, known for its residential character, shopping precincts, and proximity to notable golf courses and parklands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Victoria, Australia Target entity description: Cheltenham is a suburb in Melbourne, Victoria, Australia, known for its residential character, shopping precincts, and proximity to notable golf courses and parklands.
-
A.
Churchill, Victoria
Churchill, Victoria is a small town in the Latrobe Valley region of Gippsland, Victoria, Australia, known primarily as a residential and educational hub near the regional city of Morwell.
-
B.
Ballarat, Victoria, Australia
Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
-
C.
Cheltenham, Gloucestershire, England
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
-
D.
Castlemaine, Victoria, Australia
Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
-
E.
Malvern, Victoria, Australia
Malvern, Victoria, Australia is an affluent inner suburb of Melbourne known for its leafy streets, historic homes, and vibrant shopping precincts.
- 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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1807493a881909e7ee6e8c4c5d4ad |
completed | April 29, 2026, 3:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bb9d19058819086e2e692adcb0ab0 |
completed | May 19, 2026, 1:16 a.m. |
| NEDg | Description generation | batch_6a0bbce92f7481908d93857c9f1f8a30 |
completed | May 19, 2026, 1:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bbd88836c8190a1b9e6c72ff8000f |
completed | May 19, 2026, 1:31 a.m. |
Created at: April 17, 2026, 3:42 p.m.