Triple

T19811224
Position Surface form Disambiguated ID Type / Status
Subject Waiuku E475948 entity
Predicate hasFeature P182 FINISHED
Object Waiuku Estuary
Waiuku Estuary is a coastal tidal inlet near the town of Waiuku in New Zealand, known for its mudflats, birdlife, and role as part of the broader Manukau Harbour ecosystem.
E1397687 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: Waiuku Estuary | Statement: [Waiuku, hasFeature, Waiuku Estuary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waiuku Estuary
Context triple: [Waiuku, hasFeature, Waiuku Estuary]
  • A. Mangawhai Estuary
    Mangawhai Estuary is a coastal tidal waterway in Northland, New Zealand, known for its sandspit, birdlife, and recreational activities such as boating and fishing.
  • B. Tāmaki Estuary system
    The Tāmaki Estuary system is a coastal estuarine network in Auckland, New Zealand, comprising interconnected tidal waterways, inlets, and basins that drain into the Hauraki Gulf.
  • C. 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.
  • D. Whanganui River estuary
    The Whanganui River estuary is the tidal mouth where New Zealand’s Whanganui River meets the Tasman Sea, forming an important natural and cultural landmark for the surrounding region.
  • E. Whau River estuary
    The Whau River estuary is a tidal coastal inlet in West Auckland, New Zealand, where the Whau River meets the Waitematā Harbour and forms an important ecological and recreational area.
  • 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: Waiuku Estuary
Triple: [Waiuku, hasFeature, Waiuku Estuary]
Generated description
Waiuku Estuary is a coastal tidal inlet near the town of Waiuku in New Zealand, known for its mudflats, birdlife, and role as part of the broader Manukau Harbour ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waiuku Estuary
Target entity description: Waiuku Estuary is a coastal tidal inlet near the town of Waiuku in New Zealand, known for its mudflats, birdlife, and role as part of the broader Manukau Harbour ecosystem.
  • A. Mangawhai Estuary
    Mangawhai Estuary is a coastal tidal waterway in Northland, New Zealand, known for its sandspit, birdlife, and recreational activities such as boating and fishing.
  • B. Tāmaki Estuary system
    The Tāmaki Estuary system is a coastal estuarine network in Auckland, New Zealand, comprising interconnected tidal waterways, inlets, and basins that drain into the Hauraki Gulf.
  • C. 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.
  • D. Whanganui River estuary
    The Whanganui River estuary is the tidal mouth where New Zealand’s Whanganui River meets the Tasman Sea, forming an important natural and cultural landmark for the surrounding region.
  • E. Whau River estuary
    The Whau River estuary is a tidal coastal inlet in West Auckland, New Zealand, where the Whau River meets the Waitematā Harbour and forms an important ecological and recreational area.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6542bd7a48190acf67db41f1131c9 completed April 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccc8465881909dbba58e4f1a8680 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07d0a638c0819096e73bf455e7aa68 completed May 16, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_6a07d178d6588190afe30714145ee97f completed May 16, 2026, 2:07 a.m.
Created at: April 10, 2026, 1:50 p.m.