Triple

T2704954
Position Surface form Disambiguated ID Type / Status
Subject Manawatū-Whanganui Region E59320 entity
Predicate containsTown P847 FINISHED
Object Taumarunui
Taumarunui is a rural service town in New Zealand’s central North Island, known as a gateway to the Whanganui River and nearby national parks.
E294978 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: Taumarunui | Statement: [Manawatū-Whanganui Region, containsTown, Taumarunui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taumarunui
Context triple: [Manawatū-Whanganui Region, containsTown, Taumarunui]
  • A. Takutea
    Takutea is an uninhabited coral atoll in the Cook Islands known for its important seabird nesting colonies and traditional conservation practices.
  • B. Lingiari
    Lingiari is a vast federal electoral division in Australia's Northern Territory, named after Indigenous land rights activist Vincent Lingiari and encompassing most of the territory's remote and rural areas.
  • C. Ke‘anae
    Ke‘anae is a small, historic Hawaiian village on Maui’s rugged north shore, known for its taro fields, dramatic lava-rock coastline, and scenic ocean views.
  • D. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • E. Nguillatun
    Nguillatun is a central Mapuche religious ceremony involving communal prayer, offerings, and traditional performances to seek harmony with spiritual forces and ensure collective well-being.
  • 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: Taumarunui
Triple: [Manawatū-Whanganui Region, containsTown, Taumarunui]
Generated description
Taumarunui is a rural service town in New Zealand’s central North Island, known as a gateway to the Whanganui River and nearby national parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taumarunui
Target entity description: Taumarunui is a rural service town in New Zealand’s central North Island, known as a gateway to the Whanganui River and nearby national parks.
  • A. Takutea
    Takutea is an uninhabited coral atoll in the Cook Islands known for its important seabird nesting colonies and traditional conservation practices.
  • B. Lingiari
    Lingiari is a vast federal electoral division in Australia's Northern Territory, named after Indigenous land rights activist Vincent Lingiari and encompassing most of the territory's remote and rural areas.
  • C. Ke‘anae
    Ke‘anae is a small, historic Hawaiian village on Maui’s rugged north shore, known for its taro fields, dramatic lava-rock coastline, and scenic ocean views.
  • D. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • E. Nguillatun
    Nguillatun is a central Mapuche religious ceremony involving communal prayer, offerings, and traditional performances to seek harmony with spiritual forces and ensure collective well-being.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda518c58819096c8b67c0f754655 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbbc2eec819082f6e6e157d4efc7 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc67c39c8190b5932c0e23595f64 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd2d8a2c8190896a9154ebbd8bab completed March 10, 2026, 6:41 a.m.
Created at: March 6, 2026, 9:55 p.m.