Triple

T18401743
Position Surface form Disambiguated ID Type / Status
Subject Kaipara District E450012 entity
Predicate hasSuburbOrLocality P76817 FINISHED
Object Tokatoka
Tokatoka is a small rural locality in New Zealand’s Northland Region, known for the distinctive volcanic Tokatoka Peak overlooking the Kaipara River.
 E1321891 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: Tokatoka | Statement: [Kaipara District, hasSuburbOrLocality, Tokatoka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tokatoka
Context triple: [Kaipara District, hasSuburbOrLocality, Tokatoka]
  • A. Tokatoka
    Tokatoka is the smallest traditional kinship and residential unit within the iTaukei Fijian social structure, typically comprising an extended family group.
  • B. Tarouca
    Tarouca is a municipality in Portugal’s Douro region, known for its historic monasteries, vineyards, and scenic river valley landscapes.
  • C. Toma
    Toma is a traditional semi-hard cow’s milk cheese from Italy’s Piedmont region, known for its mild, buttery flavor and smooth, elastic texture.
  • D. Toma
    Toma is a masculine given name used in various European cultures, often as a form of Thomas.
  • E. Toma
    Toma is a small town located in Kamikawa Subprefecture on Japan’s northern island of Hokkaido.
  • 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: Tokatoka
Triple: [Kaipara District, hasSuburbOrLocality, Tokatoka]
Generated description
Tokatoka is a small rural locality in New Zealand’s Northland Region, known for the distinctive volcanic Tokatoka Peak overlooking the Kaipara River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tokatoka
Target entity description: Tokatoka is a small rural locality in New Zealand’s Northland Region, known for the distinctive volcanic Tokatoka Peak overlooking the Kaipara River.
  • A. Tokatoka
    Tokatoka is the smallest traditional kinship and residential unit within the iTaukei Fijian social structure, typically comprising an extended family group.
  • B. Tarouca
    Tarouca is a municipality in Portugal’s Douro region, known for its historic monasteries, vineyards, and scenic river valley landscapes.
  • C. Toma
    Toma is a traditional semi-hard cow’s milk cheese from Italy’s Piedmont region, known for its mild, buttery flavor and smooth, elastic texture.
  • D. Toma
    Toma is a small town located in Kamikawa Subprefecture on Japan’s northern island of Hokkaido.
  • E. Toma
    Toma is a masculine given name used in various European cultures, often as a form of Thomas.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e5195185b08190bd3b5471cdc047b0 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e24617ec8190b476946d0f567e34 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e2bbcee08190a2b8cb25ebbe8ec8 completed May 13, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a03e352c8d08190b64e98a9bf382649 completed May 13, 2026, 2:34 a.m.
Created at: April 10, 2026, 10:46 a.m.