Triple
T5193983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leeton Shire |
E117222
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Leeton Hospital
Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
|
E501286
|
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: Leeton Hospital | Statement: [Leeton Shire, hasFacility, Leeton Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leeton Hospital Context triple: [Leeton Shire, hasFacility, Leeton Hospital]
-
A.
Kandos Hospital
Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding region.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
D.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
E.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
- 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: Leeton Hospital Triple: [Leeton Shire, hasFacility, Leeton Hospital]
Generated description
Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leeton Hospital Target entity description: Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
-
A.
Kandos Hospital
Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding region.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
D.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
E.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79f142488190bc6c57b8ff7ef894 |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09743e08190a3a73fb410a6f124 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee5a7cc748190b5df14b78aeac608 |
completed | March 21, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee64966f88190874edda00332e220 |
completed | March 21, 2026, 6:41 p.m. |
Created at: March 20, 2026, 1:46 p.m.