Triple

T5020512
Position Surface form Disambiguated ID Type / Status
Subject Hawke's Bay Region E112837 entity
Predicate hasTown P847 FINISHED
Object Havelock North
Havelock North is a small, affluent town in New Zealand known for its vineyards, orchards, and proximity to the iconic Te Mata Peak.
E504625 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: Havelock North | Statement: [Hawke's Bay Region, hasTown, Havelock North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Havelock North
Context triple: [Hawke's Bay Region, hasTown, Havelock North]
  • A. Lower Hutt
    Lower Hutt is a city in the Wellington region of New Zealand, situated on the shores of Wellington Harbour and known as one of the country’s major urban centers.
  • B. Gisborne
    Gisborne is a coastal city on the northeastern tip of New Zealand’s North Island, known for its wineries, surf beaches, and being one of the first places in the world to see the sunrise.
  • C. Upper Hutt
    Upper Hutt is a city in the Wellington region of New Zealand’s North Island, known for its suburban communities, outdoor recreation, and scenic river valley setting.
  • D. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • E. Hamilton, New Zealand
    Hamilton, New Zealand is a major inland city in the Waikato region known for its growing urban center, the Waikato River, and its role as an economic and educational hub on New Zealand’s North Island.
  • 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: Havelock North
Triple: [Hawke's Bay Region, hasTown, Havelock North]
Generated description
Havelock North is a small, affluent town in New Zealand known for its vineyards, orchards, and proximity to the iconic Te Mata Peak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Havelock North
Target entity description: Havelock North is a small, affluent town in New Zealand known for its vineyards, orchards, and proximity to the iconic Te Mata Peak.
  • A. Lower Hutt
    Lower Hutt is a city in the Wellington region of New Zealand, situated on the shores of Wellington Harbour and known as one of the country’s major urban centers.
  • B. Gisborne
    Gisborne is a coastal city on the northeastern tip of New Zealand’s North Island, known for its wineries, surf beaches, and being one of the first places in the world to see the sunrise.
  • C. Upper Hutt
    Upper Hutt is a city in the Wellington region of New Zealand’s North Island, known for its suburban communities, outdoor recreation, and scenic river valley setting.
  • D. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • E. Hamilton, New Zealand
    Hamilton, New Zealand is a major inland city in the Waikato region known for its growing urban center, the Waikato River, and its role as an economic and educational hub on New Zealand’s North Island.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd736399ac8190aa38efc4b4edc6a2 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef7eae20c81908e5854f5d66a69b2 completed March 21, 2026, 7:56 p.m.
NEDg Description generation batch_69bef909df208190b96b2a7a4a404f69 completed March 21, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69bef96ed108819084cc9e44ae415a6d completed March 21, 2026, 8:02 p.m.
Created at: March 20, 2026, 1:36 p.m.