Triple

T16937252
Position Surface form Disambiguated ID Type / Status
Subject Whakatāne E410860 entity
Predicate near P350 FINISHED
Object Kawerau
Kawerau is a small town in New Zealand’s Bay of Plenty region, known for its forestry industry and proximity to geothermal resources.
E1244238 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: Kawerau | Statement: [Whakatāne, near, Kawerau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kawerau
Context triple: [Whakatāne, near, Kawerau]
  • A. 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.
  • B. Waikāne
    Waikāne is a rural community on the windward side of Oʻahu, Hawaiʻi, known for its lush valleys, taro farming, and scenic views of the Koʻolau mountain range.
  • C. Pukematawai
    Pukematawai is a prominent mountain peak in New Zealand’s Tararua Range, popular with trampers for its alpine views and role as a key point on the main range route.
  • D. Marahau
    Marahau is a small coastal settlement at the southern entrance to New Zealand’s Abel Tasman National Park, known as a popular base for hiking, kayaking, and beach activities.
  • E. Waipukurau
    Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
  • 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: Kawerau
Triple: [Whakatāne, near, Kawerau]
Generated description
Kawerau is a small town in New Zealand’s Bay of Plenty region, known for its forestry industry and proximity to geothermal resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kawerau
Target entity description: Kawerau is a small town in New Zealand’s Bay of Plenty region, known for its forestry industry and proximity to geothermal resources.
  • A. 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.
  • B. Waikāne
    Waikāne is a rural community on the windward side of Oʻahu, Hawaiʻi, known for its lush valleys, taro farming, and scenic views of the Koʻolau mountain range.
  • C. Pukematawai
    Pukematawai is a prominent mountain peak in New Zealand’s Tararua Range, popular with trampers for its alpine views and role as a key point on the main range route.
  • D. Marahau
    Marahau is a small coastal settlement at the southern entrance to New Zealand’s Abel Tasman National Park, known as a popular base for hiking, kayaking, and beach activities.
  • E. Waipukurau
    Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf2adf448190ab0dbebb3addbd80 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc04f60081909b7b276a4010c321 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d33cac819083d8e542ea5bc274 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c583608190bf07ac205399f253 completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:30 a.m.