Triple

T18687186
Position Surface form Disambiguated ID Type / Status
Subject Maungakiekie-Tāmaki Local Board Area E456898 entity
Predicate contains P35 FINISHED
Object Tāmaki River foreshore (parts)
Tāmaki River foreshore (parts) refers to sections of the coastal edge along the Tāmaki River in Auckland, New Zealand, featuring estuarine habitats, walkways, and recreational waterfront areas.
E1337972 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: Tāmaki River foreshore (parts) | Statement: [Maungakiekie-Tāmaki Local Board Area, contains, Tāmaki River foreshore (parts)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tāmaki River foreshore (parts)
Context triple: [Maungakiekie-Tāmaki Local Board Area, contains, Tāmaki River foreshore (parts)]
  • A. Tukituki River mouth
    Tukituki River mouth is the coastal estuarine area where New Zealand’s Tukituki River meets the Pacific Ocean, characterized by its dynamic river–sea interface and associated habitats.
  • B. 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.
  • C. 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.
  • D. Whanganui riverfront
    The Whanganui riverfront is a scenic urban waterfront area in Whanganui, New Zealand, featuring historic wharves, walkways, and public spaces along the banks of the Whanganui River.
  • E. Waitaki River mouth
    Waitaki River mouth is the coastal area on New Zealand’s South Island where the Waitaki River flows into the Pacific Ocean, forming an important natural and recreational site near the town of Oamaru.
  • 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: Tāmaki River foreshore (parts)
Triple: [Maungakiekie-Tāmaki Local Board Area, contains, Tāmaki River foreshore (parts)]
Generated description
Tāmaki River foreshore (parts) refers to sections of the coastal edge along the Tāmaki River in Auckland, New Zealand, featuring estuarine habitats, walkways, and recreational waterfront areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tāmaki River foreshore (parts)
Target entity description: Tāmaki River foreshore (parts) refers to sections of the coastal edge along the Tāmaki River in Auckland, New Zealand, featuring estuarine habitats, walkways, and recreational waterfront areas.
  • A. Tukituki River mouth
    Tukituki River mouth is the coastal estuarine area where New Zealand’s Tukituki River meets the Pacific Ocean, characterized by its dynamic river–sea interface and associated habitats.
  • B. 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.
  • C. 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.
  • D. Whanganui riverfront
    The Whanganui riverfront is a scenic urban waterfront area in Whanganui, New Zealand, featuring historic wharves, walkways, and public spaces along the banks of the Whanganui River.
  • E. Waitaki River mouth
    Waitaki River mouth is the coastal area on New Zealand’s South Island where the Waitaki River flows into the Pacific Ocean, forming an important natural and recreational site near the town of Oamaru.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55b2d9a24819098c8e963ee430437 completed April 19, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05235c052c8190b67bef90f721ffbc completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a0523f354f88190a34b2e6adb809fb3 completed May 14, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0527e23154819087cd70bd40ef39e5 completed May 14, 2026, 1:39 a.m.
Created at: April 10, 2026, 11:49 a.m.