Triple

T16996451
Position Surface form Disambiguated ID Type / Status
Subject Lake Rotorua E412327 entity
Predicate inflow P415 FINISHED
Object Ngongotahā Stream
Ngongotahā Stream is a freshwater stream in the Bay of Plenty region of New Zealand’s North Island, flowing through the settlement of Ngongotahā before reaching Lake Rotorua.
E1352155 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: Ngongotahā Stream | Statement: [Lake Rotorua, inflow, Ngongotahā Stream]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngongotahā Stream
Context triple: [Lake Rotorua, inflow, Ngongotahā Stream]
  • A. Taungatara Stream
    Taungatara Stream is a waterway in Taranaki, New Zealand, that holds cultural and ancestral significance for the Ngāruahine iwi.
  • B. Tarawera River
    The Tarawera River is a river in New Zealand’s North Island that flows through the Bay of Plenty region, known for its geothermal features and historical significance linked to the 1886 Mount Tarawera eruption.
  • C. Otaki River
    The Ōtaki River is a major river on New Zealand’s lower North Island that flows west from the Tararua Range to the Tasman Sea, supporting local ecosystems, recreation, and the town of Ōtaki.
  • D. Tongariro River
    The Tongariro River is a major river in New Zealand’s central North Island, renowned for its world-class trout fishing and scenic volcanic landscapes.
  • E. 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.
  • 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: Ngongotahā Stream
Triple: [Lake Rotorua, inflow, Ngongotahā Stream]
Generated description
Ngongotahā Stream is a freshwater stream in the Bay of Plenty region of New Zealand’s North Island, flowing through the settlement of Ngongotahā before reaching Lake Rotorua.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngongotahā Stream
Target entity description: Ngongotahā Stream is a freshwater stream in the Bay of Plenty region of New Zealand’s North Island, flowing through the settlement of Ngongotahā before reaching 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. Tarawera River
    The Tarawera River is a river in New Zealand’s North Island that flows through the Bay of Plenty region, known for its geothermal features and historical significance linked to the 1886 Mount Tarawera eruption.
  • C. Otaki River
    The Ōtaki River is a major river on New Zealand’s lower North Island that flows west from the Tararua Range to the Tasman Sea, supporting local ecosystems, recreation, and the town of Ōtaki.
  • D. Tongariro River
    The Tongariro River is a major river in New Zealand’s central North Island, renowned for its world-class trout fishing and scenic volcanic landscapes.
  • E. 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.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d2879af081909665f9f838bcfbe7 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad1d53ac81908677f4188fd49cb4 completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05aedf05c4819096ac6a61ada4b310 completed May 14, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05afe523208190a97142cd8e3b887b completed May 14, 2026, 11:20 a.m.
Created at: April 10, 2026, 5:32 a.m.