Triple

T18540652
Position Surface form Disambiguated ID Type / Status
Subject Whangārei Heads E453088 entity
Predicate hasSettlement P1068 FINISHED
Object Reotahi
Reotahi is a small coastal settlement in the Whangārei Harbour area of Northland, New Zealand, known for its scenic waterfront and marine reserve.
 E1328509 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: Reotahi | Statement: [Whangārei Heads, hasSettlement, Reotahi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reotahi
Context triple: [Whangārei Heads, hasSettlement, Reotahi]
  • A. Kaitaia
    Kaitaia is a small town near the northern tip of New Zealand’s North Island, serving as a key service and transport hub for the surrounding rural and coastal communities.
  • B. Tairāwhiti
    Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
  • C. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • D. Rangitihi
    Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
  • E. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • 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: Reotahi
Triple: [Whangārei Heads, hasSettlement, Reotahi]
Generated description
Reotahi is a small coastal settlement in the Whangārei Harbour area of Northland, New Zealand, known for its scenic waterfront and marine reserve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reotahi
Target entity description: Reotahi is a small coastal settlement in the Whangārei Harbour area of Northland, New Zealand, known for its scenic waterfront and marine reserve.
  • A. Kaitaia
    Kaitaia is a small town near the northern tip of New Zealand’s North Island, serving as a key service and transport hub for the surrounding rural and coastal communities.
  • B. Tairāwhiti
    Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
  • C. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • D. Rangitihi
    Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
  • E. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e534b64178819082861a03fd067095 completed April 19, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049181e49c8190b606687f9b078b3a completed May 13, 2026, 2:58 p.m.
NEDg Description generation batch_6a04920be21881908f8aac148aa0ae4d completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492a5f9148190911747f8d50540e3 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:37 a.m.