Triple
T12315039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matamata |
E293577
|
entity |
| Predicate | hasNearbyRiver |
P8567
|
FINISHED |
| Object |
Piako River
The Piako River is a major river in New Zealand’s Waikato region that drains the Hauraki Plains before flowing into the Firth of Thames.
|
E1010631
|
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: Piako River | Statement: [Matamata, hasNearbyRiver, Piako River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piako River Context triple: [Matamata, hasNearbyRiver, Piako River]
-
A.
Waikanae River
The Waikanae River is a significant waterway on New Zealand’s Kāpiti Coast, valued for its ecological richness, recreational use, and cultural importance to local Māori communities.
-
B.
Waiohine River
The Waiohine River is a major river in New Zealand’s Wairarapa region, known for its scenic gorge, tramping tracks, and popular outdoor recreation opportunities.
-
C.
Oreti River
The Oreti River is a major river in New Zealand’s Southland region, known for its trout fishing and its course through farmland and near the city of Invercargill before reaching the sea.
-
D.
Pātea River
The Pātea River is a significant river in New Zealand’s North Island that flows through the Taranaki region to the South Taranaki Bight, historically important for Māori communities and early European settlement.
-
E.
Mohaka River
The Mohaka River is a major river in New Zealand’s North Island, known for its scenic gorges, white-water rafting, and trout fishing.
- 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: Piako River Triple: [Matamata, hasNearbyRiver, Piako River]
Generated description
The Piako River is a major river in New Zealand’s Waikato region that drains the Hauraki Plains before flowing into the Firth of Thames.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Piako River Target entity description: The Piako River is a major river in New Zealand’s Waikato region that drains the Hauraki Plains before flowing into the Firth of Thames.
-
A.
Waikanae River
The Waikanae River is a significant waterway on New Zealand’s Kāpiti Coast, valued for its ecological richness, recreational use, and cultural importance to local Māori communities.
-
B.
Waiohine River
The Waiohine River is a major river in New Zealand’s Wairarapa region, known for its scenic gorge, tramping tracks, and popular outdoor recreation opportunities.
-
C.
Oreti River
The Oreti River is a major river in New Zealand’s Southland region, known for its trout fishing and its course through farmland and near the city of Invercargill before reaching the sea.
-
D.
Pātea River
The Pātea River is a significant river in New Zealand’s North Island that flows through the Taranaki region to the South Taranaki Bight, historically important for Māori communities and early European settlement.
-
E.
Mohaka River
The Mohaka River is a major river in New Zealand’s North Island, known for its scenic gorges, white-water rafting, and trout fishing.
- 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f05186481909c024a933b4f6c60 |
completed | April 10, 2026, 6:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af3d7778819091ab96f5d218d2c7 |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b0cb53848190a7aa38f38d20e44d |
completed | May 3, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1ae645c8190a7c3e5f926c6a487 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 8, 2026, 9:53 p.m.