Triple
T21678150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henderson, Auckland, New Zealand |
E535027
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Waitakere Hospital
Waitakere Hospital is a public healthcare facility serving the West Auckland region of New Zealand with a range of medical and emergency services.
|
E1496530
|
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: Waitakere Hospital | Statement: [Henderson, Auckland, New Zealand, hasFacility, Waitakere Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waitakere Hospital Context triple: [Henderson, Auckland, New Zealand, hasFacility, Waitakere Hospital]
-
A.
Waikato Hospital
Waikato Hospital is a major public tertiary care and teaching hospital serving the Waikato region of New Zealand.
-
B.
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.
-
C.
Wairoa Hospital
Wairoa Hospital is a small rural healthcare facility in Wairoa, New Zealand, providing essential medical and emergency services to the local community.
-
D.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
E.
Kaitaia Hospital
Kaitaia Hospital is a small regional public hospital in Kaitaia, New Zealand, providing essential healthcare services to the Far North community.
- 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: Waitakere Hospital Triple: [Henderson, Auckland, New Zealand, hasFacility, Waitakere Hospital]
Generated description
Waitakere Hospital is a public healthcare facility serving the West Auckland region of New Zealand with a range of medical and emergency services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waitakere Hospital Target entity description: Waitakere Hospital is a public healthcare facility serving the West Auckland region of New Zealand with a range of medical and emergency services.
-
A.
Waikato Hospital
Waikato Hospital is a major public tertiary care and teaching hospital serving the Waikato region of New Zealand.
-
B.
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.
-
C.
Wairoa Hospital
Wairoa Hospital is a small rural healthcare facility in Wairoa, New Zealand, providing essential medical and emergency services to the local community.
-
D.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
E.
Kaitaia Hospital
Kaitaia Hospital is a small regional public hospital in Kaitaia, New Zealand, providing essential healthcare services to the Far North community.
- 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_69e0c469b6ec8190aee4cadd1527db91 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef8a11088081908911af2629f54c1c |
completed | April 27, 2026, 4:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a1e1a52408190a37b4fe69289f5ab |
completed | May 17, 2026, 7:59 p.m. |
| NEDg | Description generation | batch_6a0a1eac9b648190881c97d474762fc0 |
completed | May 17, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a1f3b77488190bfb73b9e83446bb3 |
completed | May 17, 2026, 8:04 p.m. |
Created at: April 16, 2026, 6:43 p.m.