Triple

T13024785
Position Surface form Disambiguated ID Type / Status
Subject Waikato District E326274 entity
Predicate seat P75 FINISHED
Object Ngāruawāhia
Ngāruawāhia is a town in New Zealand’s North Island known as a key Waikato River settlement and an important cultural center for the Māori King Movement.
 E1028169 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: Ngāruawāhia | Statement: [Waikato District, seat, Ngāruawāhia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāruawāhia
Context triple: [Waikato District, seat, Ngāruawāhia]
  • A. Whangārei
    Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
  • B. Ōtaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
  • C. Whakatāne
    Whakatāne is a coastal town in New Zealand known as a gateway to the Bay of Plenty, with strong Māori cultural heritage and access to nearby natural attractions such as Whakaari/White Island.
  • D. 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.
  • E. Opotiki
    Ōpōtiki is a small coastal town in New Zealand’s North Island known as a gateway to the East Coast and for its strong Māori cultural heritage and outdoor recreation.
  • 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: Ngāruawāhia
Triple: [Waikato District, seat, Ngāruawāhia]
Generated description
Ngāruawāhia is a town in New Zealand’s North Island known as a key Waikato River settlement and an important cultural center for the Māori King Movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāruawāhia
Target entity description: Ngāruawāhia is a town in New Zealand’s North Island known as a key Waikato River settlement and an important cultural center for the Māori King Movement.
  • A. Whangārei
    Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
  • B. Ōtaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
  • C. Whakatāne
    Whakatāne is a coastal town in New Zealand known as a gateway to the Bay of Plenty, with strong Māori cultural heritage and access to nearby natural attractions such as Whakaari/White Island.
  • D. 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.
  • E. Opotiki
    Ōpōtiki is a small coastal town in New Zealand’s North Island known as a gateway to the East Coast and for its strong Māori cultural heritage and outdoor recreation.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efac71881908a21d70c3c6ce099 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff02c1448190b0b41beb427fae23 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f6ffeec1e8819090e1917fc6449ede completed May 3, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69f7017d8d308190bb54958764026325 completed May 3, 2026, 8:04 a.m.
Created at: April 9, 2026, 8:52 p.m.