Triple

T17494278
Position Surface form Disambiguated ID Type / Status
Subject Te Manawa E426014 entity
Predicate servesRegion P82 FINISHED
Object Palmerston North region
The Palmerston North region is an area in New Zealand’s lower North Island centered on the city of Palmerston North, known as a regional hub for education, research, and services.
E1331201 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: Palmerston North region | Statement: [Te Manawa, servesRegion, Palmerston North region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palmerston North region
Context triple: [Te Manawa, servesRegion, Palmerston North region]
  • A. Gisborne Region
    Gisborne Region is a largely rural and coastal administrative area on the northeastern tip of New Zealand’s North Island, known for its Māori culture, early sunrise, and wine production.
  • B. Waikato Region
    The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
  • C. Hawke's Bay Region
    Hawke's Bay Region is a prominent agricultural and wine-producing area on the east coast of New Zealand’s North Island, known for its sunny climate, Art Deco architecture in Napier, and scenic coastal landscapes.
  • D. Wellington Region
    Wellington Region is a southern New Zealand administrative area centered on the capital city of Wellington, encompassing urban, suburban, and rural communities around the lower North Island.
  • E. Manawatū District
    Manawatū District is a largely rural local government area in New Zealand’s North Island, centered around agriculture and small towns near the city of Palmerston North.
  • 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: Palmerston North region
Triple: [Te Manawa, servesRegion, Palmerston North region]
Generated description
The Palmerston North region is an area in New Zealand’s lower North Island centered on the city of Palmerston North, known as a regional hub for education, research, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palmerston North region
Target entity description: The Palmerston North region is an area in New Zealand’s lower North Island centered on the city of Palmerston North, known as a regional hub for education, research, and services.
  • A. Gisborne Region
    Gisborne Region is a largely rural and coastal administrative area on the northeastern tip of New Zealand’s North Island, known for its Māori culture, early sunrise, and wine production.
  • B. Waikato Region
    The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
  • C. Hawke's Bay Region
    Hawke's Bay Region is a prominent agricultural and wine-producing area on the east coast of New Zealand’s North Island, known for its sunny climate, Art Deco architecture in Napier, and scenic coastal landscapes.
  • D. Wellington Region
    Wellington Region is a southern New Zealand administrative area centered on the capital city of Wellington, encompassing urban, suburban, and rural communities around the lower North Island.
  • E. Manawatū District
    Manawatū District is a largely rural local government area in New Zealand’s North Island, centered around agriculture and small towns near the city of Palmerston North.
  • 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_69d889dccf7481909264a1844a2e9100 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451d782688190afb76fa080867315 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a04f870f7008190915e8675daed3c12 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f95f3ce081909d027cb112990424 completed May 13, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_6a04f9ffc3fc8190aad62561ca56bdae completed May 13, 2026, 10:24 p.m.
Created at: April 10, 2026, 5:48 a.m.