Triple

T4286951
Position Surface form Disambiguated ID Type / Status
Subject Palmerston North E97291 entity
Predicate hasSuburb P747 FINISHED
Object Aokautere
Aokautere is a residential suburb located on the outskirts of Palmerston North in the Manawatū region of New Zealand.
 E431778 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: Aokautere | Statement: [Palmerston North, hasSuburb, Aokautere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aokautere
Context triple: [Palmerston North, hasSuburb, Aokautere]
  • A. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • B. Angaston
    Angaston is a historic township in South Australia's Barossa wine region, known for its vineyards, heritage buildings, and role in the area's wine and food tourism.
  • C. 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.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. 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).
  • 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: Aokautere
Triple: [Palmerston North, hasSuburb, Aokautere]
Generated description
Aokautere is a residential suburb located on the outskirts of Palmerston North in the Manawatū region of New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aokautere
Target entity description: Aokautere is a residential suburb located on the outskirts of Palmerston North in the Manawatū region of New Zealand.
  • A. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • B. Angaston
    Angaston is a historic township in South Australia's Barossa wine region, known for its vineyards, heritage buildings, and role in the area's wine and food tourism.
  • C. 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.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. 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).
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3505d23d88190a638f2cc2acee9ee completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d06ccbf081908bc23b5f194b9587 completed March 14, 2026, 9:17 p.m.
NEDg Description generation batch_69b5d10a20248190b3214509cb637ff4 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f08ac4819097e71276be11403d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:08 p.m.