Triple
T14272450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orange Health Service |
E353823
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object |
Orange local government area
Orange local government area is a regional administrative district in New South Wales, Australia, centered on the city of Orange and its surrounding communities.
|
E1088952
|
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: Orange local government area | Statement: [Orange Health Service, serviceArea, Orange local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orange local government area Context triple: [Orange Health Service, serviceArea, Orange local government area]
-
A.
City of Yarra local government area
The City of Yarra local government area is an inner Melbourne municipality in Victoria, Australia, known for its dense urban neighborhoods, heritage architecture, and vibrant cultural and commercial precincts.
-
B.
Sunshine Coast urban area
The Sunshine Coast urban area is a major coastal conurbation in South East Queensland, Australia, known for its rapidly growing population, tourism-driven economy, and string of beachside communities.
-
C.
Redland City Council area
Redland City Council area is a local government region in coastal South East Queensland, Australia, known for its bayside suburbs and islands in Moreton Bay.
-
D.
Southern District Municipality
Southern District Municipality was the former name of the Dr Kenneth Kaunda District, a local government area in South Africa’s North West province.
-
E.
Redland City
Redland City is a coastal local government area in the Brisbane metropolitan region of South East Queensland, known for its bayside suburbs and the islands of Moreton Bay.
- 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: Orange local government area Triple: [Orange Health Service, serviceArea, Orange local government area]
Generated description
Orange local government area is a regional administrative district in New South Wales, Australia, centered on the city of Orange and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orange local government area Target entity description: Orange local government area is a regional administrative district in New South Wales, Australia, centered on the city of Orange and its surrounding communities.
-
A.
City of Yarra local government area
The City of Yarra local government area is an inner Melbourne municipality in Victoria, Australia, known for its dense urban neighborhoods, heritage architecture, and vibrant cultural and commercial precincts.
-
B.
Sunshine Coast urban area
The Sunshine Coast urban area is a major coastal conurbation in South East Queensland, Australia, known for its rapidly growing population, tourism-driven economy, and string of beachside communities.
-
C.
Redland City Council area
Redland City Council area is a local government region in coastal South East Queensland, Australia, known for its bayside suburbs and islands in Moreton Bay.
-
D.
Southern District Municipality
Southern District Municipality was the former name of the Dr Kenneth Kaunda District, a local government area in South Africa’s North West province.
-
E.
Redland City
Redland City is a coastal local government area in the Brisbane metropolitan region of South East Queensland, known for its bayside suburbs and the islands of Moreton Bay.
- 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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de65811d7c8190b075909a6570d415 |
completed | April 14, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd326a5aec8190b139a0c49fd43705 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd333b49a88190834a5f45fa0fc6c2 |
completed | May 8, 2026, 12:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd33bdc8d08190be11f5ccf259cd6a |
completed | May 8, 2026, 12:52 a.m. |
Created at: April 10, 2026, 1:10 a.m.