Triple
T16328374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton West |
E396482
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
Waikato Hospital
Waikato Hospital is a major public tertiary care and teaching hospital serving the Waikato region of New Zealand.
|
E1207405
|
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: Waikato Hospital | Statement: [Hamilton West, hasFeature, Waikato Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Hospital Context triple: [Hamilton West, hasFeature, Waikato Hospital]
-
A.
Auckland City Hospital
Auckland City Hospital is a major public teaching and acute care hospital in Auckland, New Zealand, and one of the largest healthcare facilities in the country.
-
B.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
C.
Palmerston North Hospital
Palmerston North Hospital is a major public healthcare and teaching hospital serving Palmerston North and the wider Manawatū region in New Zealand.
-
D.
Timaru Hospital
Timaru Hospital is a public healthcare facility in Timaru, New Zealand, providing a range of medical and surgical services to the South Canterbury region.
-
E.
Auckland District Health Board
Auckland District Health Board was a major New Zealand public health organization responsible for providing and funding hospital and community health services in the Auckland region.
- 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: Waikato Hospital Triple: [Hamilton West, hasFeature, Waikato Hospital]
Generated description
Waikato Hospital is a major public tertiary care and teaching hospital serving the Waikato region of New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waikato Hospital Target entity description: Waikato Hospital is a major public tertiary care and teaching hospital serving the Waikato region of New Zealand.
-
A.
Auckland City Hospital
Auckland City Hospital is a major public teaching and acute care hospital in Auckland, New Zealand, and one of the largest healthcare facilities in the country.
-
B.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
C.
Palmerston North Hospital
Palmerston North Hospital is a major public healthcare and teaching hospital serving Palmerston North and the wider Manawatū region in New Zealand.
-
D.
Timaru Hospital
Timaru Hospital is a public healthcare facility in Timaru, New Zealand, providing a range of medical and surgical services to the South Canterbury region.
-
E.
Auckland District Health Board
Auckland District Health Board was a major New Zealand public health organization responsible for providing and funding hospital and community health services in the Auckland region.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4dcd034819081d849003d918245 |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00260f487c81909e3e54e47c11b83a |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027f09b588190b71d550d2a14868d |
completed | May 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002899c8888190be247f5db60552e0 |
completed | May 10, 2026, 6:41 a.m. |
Created at: April 10, 2026, 5:07 a.m.