Triple

T16131292
Position Surface form Disambiguated ID Type / Status
Subject Whanganui iwi E391402 entity
Predicate isTāngataWhenuaOf P121595 FINISHED
Object Whanganui River region
The Whanganui River region is a culturally and historically significant area of New Zealand centered on the Whanganui River, renowned for its deep spiritual importance to Māori and its scenic, forested river landscapes.
E1198433 NE FINISHED

How this triple was built (5 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: Whanganui River region | Statement: [Whanganui iwi, isTāngataWhenuaOf, Whanganui River region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whanganui River region
Context triple: [Whanganui iwi, isTāngataWhenuaOf, Whanganui River region]
  • A. Awatere Valley
    Awatere Valley is a cool, windswept subregion of New Zealand’s Marlborough wine area, renowned for producing intensely aromatic, high-acidity Sauvignon Blanc and other varietals.
  • B. Te Whanganui-a-Tara region
    Te Whanganui-a-Tara region is the Māori name for the wider Wellington area at the southern tip of New Zealand’s North Island, encompassing the harbour and surrounding lands.
  • C. Wairarapa
    Wairarapa is a rural region in the southeastern part of New Zealand’s North Island, known for its vineyards, farming communities, and scenic landscapes.
  • D. Piako River valley
    The Piako River valley is an agricultural region in New Zealand’s Waikato area, characterized by fertile lowlands and dairy farming communities such as Morrinsville.
  • E. Whangaehu River valley
    The Whangaehu River valley is a volcanic river valley in New Zealand’s North Island, known for carrying lahar flows from Mount Ruapehu and posing significant flood and volcanic hazard risks.
  • 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: Whanganui River region
Triple: [Whanganui iwi, isTāngataWhenuaOf, Whanganui River region]
Generated description
The Whanganui River region is a culturally and historically significant area of New Zealand centered on the Whanganui River, renowned for its deep spiritual importance to Māori and its scenic, forested river landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whanganui River region
Target entity description: The Whanganui River region is a culturally and historically significant area of New Zealand centered on the Whanganui River, renowned for its deep spiritual importance to Māori and its scenic, forested river landscapes.
  • A. Awatere Valley
    Awatere Valley is a cool, windswept subregion of New Zealand’s Marlborough wine area, renowned for producing intensely aromatic, high-acidity Sauvignon Blanc and other varietals.
  • B. Te Whanganui-a-Tara region
    Te Whanganui-a-Tara region is the Māori name for the wider Wellington area at the southern tip of New Zealand’s North Island, encompassing the harbour and surrounding lands.
  • C. Wairarapa
    Wairarapa is a rural region in the southeastern part of New Zealand’s North Island, known for its vineyards, farming communities, and scenic landscapes.
  • D. Piako River valley
    The Piako River valley is an agricultural region in New Zealand’s Waikato area, characterized by fertile lowlands and dairy farming communities such as Morrinsville.
  • E. Whangaehu River valley
    The Whangaehu River valley is a volcanic river valley in New Zealand’s North Island, known for carrying lahar flows from Mount Ruapehu and posing significant flood and volcanic hazard risks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isTāngataWhenuaOf
Context triple: [Whanganui iwi, isTāngataWhenuaOf, Whanganui River region]
  • A. MāoriName
    Indicates that one entity is the Māori-language name or designation for the other entity.
  • B. hasMāoriNameMeaning
    Indicates that an entity possesses a Māori name whose specific meaning or interpretation is being referenced.
  • C. MāoriTitle
    Indicates that an entity holds or is identified by a title in the Māori language or cultural tradition.
  • D. isPolynesianOutlierLanguage
    Indicates that a language belongs to the group of Polynesian Outlier languages, spoken in isolated communities outside the main Polynesian triangle.
  • E. hasMarae
    Indicates a relationship where an entity possesses, contains, or is associated with a marae (a Māori meeting place or communal space).
  • F. None of above. chosen

Provenance (7 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020829e88190b51ab32d22cf0259 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a0ed9c8190a10fa88ee94811cb completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fffba882d48190a32cd60115310231 completed May 10, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69fffc17a21881908744b0a70a808df2 completed May 10, 2026, 3:31 a.m.
PD Predicate disambiguation batch_69e1828518c48190a8ef3aaa46a1f639 completed April 17, 2026, 12:44 a.m.
PDg Predicate description generation batch_69e183b9d3f08190953ada68f4272996 completed April 17, 2026, 12:50 a.m.
Created at: April 10, 2026, 5:01 a.m.