Triple
T12580983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurunui District |
E300333
|
entity |
| Predicate | containsAttraction |
P5121
|
FINISHED |
| Object | Hanmer Springs Thermal Pools and Spa |
E991068
|
NE FINISHED |
How this triple was built (2 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: Hanmer Springs Thermal Pools and Spa | Statement: [Hurunui District, containsAttraction, Hanmer Springs Thermal Pools and Spa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanmer Springs Thermal Pools and Spa Context triple: [Hurunui District, containsAttraction, Hanmer Springs Thermal Pools and Spa]
-
A.
Hanmer Springs
chosen
Hanmer Springs is a small New Zealand alpine resort town renowned for its natural hot pools, spa facilities, and outdoor adventure activities.
-
B.
Hurunui Hot Springs
Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
-
C.
Lake Pukaki Visitor Centre
Lake Pukaki Visitor Centre is a tourist information and viewing facility that provides services, exhibits, and panoramic lake and mountain vistas for visitors to the Lake Pukaki area in New Zealand.
-
D.
Waitomo Village
Waitomo Village is a small tourist settlement in New Zealand’s Waikato region that serves as the main gateway to the famous Waitomo glowworm caves and other local limestone attractions.
-
E.
Ai-Ais Hot Springs Game Park
Ai-Ais Hot Springs Game Park is a protected area in southern Namibia famed for its therapeutic hot springs, rugged desert landscapes, and hiking routes at the southern end of the Fish River Canyon.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954b97a508190b6c901c506441dd0 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ebab65081908a174586f0ebb16f |
completed | May 2, 2026, 8:29 p.m. |
Created at: April 9, 2026, 5:02 p.m.