Triple

T21290529
Position Surface form Disambiguated ID Type / Status
Subject Central Hawke's Bay District E524774 entity
Predicate hasTown P847 FINISHED
Object Takapau
Takapau is a small rural township in New Zealand’s Hawke’s Bay region, known historically for its freezing works and surrounding sheep and beef farming.
E1479028 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: Takapau | Statement: [Central Hawke's Bay District, hasTown, Takapau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Takapau
Context triple: [Central Hawke's Bay District, hasTown, Takapau]
  • A. Pōkeno
    Pōkeno is a small but rapidly growing town in New Zealand’s North Island, known for its location near the southern edge of the Auckland urban area and its popular local ice cream and bacon.
  • B. Waipukurau
    Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
  • C. Yipounou
    Yipounou is an alternate name for Yipunu, a Bantu language spoken primarily by the Punu people of Gabon.
  • D. Ruakākā
    Ruakākā is a small coastal town in New Zealand known for its long sandy beach, surf breaks, and proximity to the Marsden Point industrial area.
  • E. Rakahanga
    Rakahanga is a remote coral atoll in the northern Cook Islands known for its traditional Polynesian culture and small, close-knit community.
  • 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: Takapau
Triple: [Central Hawke's Bay District, hasTown, Takapau]
Generated description
Takapau is a small rural township in New Zealand’s Hawke’s Bay region, known historically for its freezing works and surrounding sheep and beef farming.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Takapau
Target entity description: Takapau is a small rural township in New Zealand’s Hawke’s Bay region, known historically for its freezing works and surrounding sheep and beef farming.
  • A. Pōkeno
    Pōkeno is a small but rapidly growing town in New Zealand’s North Island, known for its location near the southern edge of the Auckland urban area and its popular local ice cream and bacon.
  • B. Waipukurau
    Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
  • C. Yipounou
    Yipounou is an alternate name for Yipunu, a Bantu language spoken primarily by the Punu people of Gabon.
  • D. Ruakākā
    Ruakākā is a small coastal town in New Zealand known for its long sandy beach, surf breaks, and proximity to the Marsden Point industrial area.
  • E. Rakahanga
    Rakahanga is a remote coral atoll in the northern Cook Islands known for its traditional Polynesian culture and small, close-knit community.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d9467881908ec5b1dec76e6f5d completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5b1b5e48190b94a1ee4b6ab0d8a completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6848c1c8190992ae7cdfeabdcf8 completed May 17, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09aae23f2c81908f08d290277e22f9 completed May 17, 2026, 11:47 a.m.
Created at: April 16, 2026, 4:04 p.m.