Triple
T16996453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Rotorua |
E412327
|
entity |
| Predicate | inflow |
P415
|
FINISHED |
| Object | Puarenga Stream |
—
|
NE NERFINISHED |
How this triple was built (3 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: Puarenga Stream | Statement: [Lake Rotorua, inflow, Puarenga Stream]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puarenga Stream Context triple: [Lake Rotorua, inflow, Puarenga Stream]
-
A.
Taungatara Stream
Taungatara Stream is a waterway in Taranaki, New Zealand, that holds cultural and ancestral significance for the Ngāruahine iwi.
-
B.
Pokaiwhenua Stream
Pokaiwhenua Stream is a waterway in the South Waikato region of New Zealand that flows near the town of Tirau and contributes to the local rural landscape and drainage system.
-
C.
Waimairi Stream
Waimairi Stream is a small waterway in Christchurch, New Zealand, that flows through suburban areas before joining the Avon River / Ōtākaro.
-
D.
Korangi Creek
Korangi Creek is a coastal waterway and estuarine area near Karachi, Pakistan, known for its mangrove ecosystems and proximity to industrial and residential zones.
-
E.
Porewa Stream
Porewa Stream is a minor waterway in New Zealand’s North Island that feeds into the Rangitīkei River within the Manawatū-Whanganui region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puarenga Stream Target entity description: Puarenga Stream is a watercourse in New Zealand’s Bay of Plenty region that drains geothermal and forested catchments before flowing into Lake Rotorua.
-
A.
Taungatara Stream
Taungatara Stream is a waterway in Taranaki, New Zealand, that holds cultural and ancestral significance for the Ngāruahine iwi.
-
B.
Pokaiwhenua Stream
Pokaiwhenua Stream is a waterway in the South Waikato region of New Zealand that flows near the town of Tirau and contributes to the local rural landscape and drainage system.
-
C.
Waimairi Stream
Waimairi Stream is a small waterway in Christchurch, New Zealand, that flows through suburban areas before joining the Avon River / Ōtākaro.
-
D.
Korangi Creek
Korangi Creek is a coastal waterway and estuarine area near Karachi, Pakistan, known for its mangrove ecosystems and proximity to industrial and residential zones.
-
E.
Porewa Stream
Porewa Stream is a minor waterway in New Zealand’s North Island that feeds into the Rangitīkei River within the Manawatū-Whanganui region.
- F. None of above. chosen
Provenance (2 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d2879af081909665f9f838bcfbe7 |
completed | April 18, 2026, 6:50 p.m. |
Created at: April 10, 2026, 5:32 a.m.