Triple

T18068174
Position Surface form Disambiguated ID Type / Status
Subject Huntly E432346 entity
Predicate hasNearbyFeature P350 FINISHED
Object Waikato River wetlands
The Waikato River wetlands are a network of ecologically rich marshes and floodplain habitats along New Zealand’s longest river, supporting diverse native wildlife and important natural water filtration functions.
E1303785 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: Waikato River wetlands | Statement: [Huntly, hasNearbyFeature, Waikato River wetlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waikato River wetlands
Context triple: [Huntly, hasNearbyFeature, Waikato River wetlands]
  • A. Manawatū River floodplain
    The Manawatū River floodplain is a broad, low-lying alluvial plain in New Zealand’s lower North Island shaped by the Manawatū River’s flow and periodic flooding, supporting agriculture, settlements, and historic infrastructure.
  • B. Kura River floodplain
    The Kura River floodplain is a broad, low-lying alluvial plain shaped by the Kura River, characterized by fertile soils, seasonal flooding, and important habitats for agriculture and wildlife in the South Caucasus region.
  • C. Piako River valley
    The Piako River valley is an agricultural region in New Zealand’s Waikato area, characterized by fertile lowlands and dairy farming communities such as Morrinsville.
  • D. Rangitāiki River area
    The Rangitāiki River area is a region in the eastern Bay of Plenty, New Zealand, traditionally associated with and occupied by the Ngāti Awa iwi.
  • E. Manawatū Estuary
    Manawatū Estuary is a significant coastal wetland and internationally recognized bird habitat located where the Manawatū River meets the Tasman Sea on New Zealand’s lower North Island.
  • 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: Waikato River wetlands
Triple: [Huntly, hasNearbyFeature, Waikato River wetlands]
Generated description
The Waikato River wetlands are a network of ecologically rich marshes and floodplain habitats along New Zealand’s longest river, supporting diverse native wildlife and important natural water filtration functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waikato River wetlands
Target entity description: The Waikato River wetlands are a network of ecologically rich marshes and floodplain habitats along New Zealand’s longest river, supporting diverse native wildlife and important natural water filtration functions.
  • A. Manawatū River floodplain
    The Manawatū River floodplain is a broad, low-lying alluvial plain in New Zealand’s lower North Island shaped by the Manawatū River’s flow and periodic flooding, supporting agriculture, settlements, and historic infrastructure.
  • B. Kura River floodplain
    The Kura River floodplain is a broad, low-lying alluvial plain shaped by the Kura River, characterized by fertile soils, seasonal flooding, and important habitats for agriculture and wildlife in the South Caucasus region.
  • C. Piako River valley
    The Piako River valley is an agricultural region in New Zealand’s Waikato area, characterized by fertile lowlands and dairy farming communities such as Morrinsville.
  • D. Rangitāiki River area
    The Rangitāiki River area is a region in the eastern Bay of Plenty, New Zealand, traditionally associated with and occupied by the Ngāti Awa iwi.
  • E. Manawatū Estuary
    Manawatū Estuary is a significant coastal wetland and internationally recognized bird habitat located where the Manawatū River meets the Tasman Sea on New Zealand’s lower North Island.
  • 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4cceb020081909329492591e7b1f2 completed April 19, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0356721eb4819095f84bb57147bcee completed May 12, 2026, 4:33 p.m.
NEDg Description generation batch_6a0357c992d08190b590dd30f982f9a9 completed May 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0358402bc48190b91c2c829aef5bc1 completed May 12, 2026, 4:41 p.m.
Created at: April 10, 2026, 10:26 a.m.