Triple

T3836926
Position Surface form Disambiguated ID Type / Status
Subject Hamilton urban area E91154 entity
Predicate hasPart P35 FINISHED
Object Te Kauwhata
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
 E396649 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: Te Kauwhata | Statement: [Hamilton urban area, hasPart, Te Kauwhata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Te Kauwhata
Context triple: [Hamilton urban area, hasPart, Te Kauwhata]
  • A. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • B. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • C. Ngaruawahia
    Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
  • D. Wharekauri
    Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
  • E. Aitutaki
    Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
  • 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: Te Kauwhata
Triple: [Hamilton urban area, hasPart, Te Kauwhata]
Generated description
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Te Kauwhata
Target entity description: Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • A. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • B. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • C. Ngaruawahia
    Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
  • D. Wharekauri
    Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
  • E. Aitutaki
    Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
  • 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_69aed960b538819096561c8ed448dec9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb9baa508190800e73bf186f046e completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c75ca9481908a41234f8ce0836d completed March 14, 2026, 8:29 a.m.
NEDg Description generation batch_69b51d61e89081909e1df16631274746 completed March 14, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69b51dcb5cb88190ad859cde9f10918a completed March 14, 2026, 8:35 a.m.
Created at: March 9, 2026, 3:18 p.m.