Triple

T13024801
Position Surface form Disambiguated ID Type / Status
Subject Waikato District E326274 entity
Predicate hasSettlement P1068 FINISHED
Object Tamahere
Tamahere is a semi-rural community in the Waikato region of New Zealand, located between Hamilton and Cambridge and known for its lifestyle properties and farmland.
 E1014976 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: Tamahere | Statement: [Waikato District, hasSettlement, Tamahere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tamahere
Context triple: [Waikato District, hasSettlement, Tamahere]
  • A. Utupua
    Utupua is a small, remote island in the Santa Cruz Islands group of the Solomon Islands in the South Pacific Ocean.
  • B. Tapuaetai
    Tapuaetai is a small, picturesque islet in the Aitutaki Lagoon of the Cook Islands, famed for its white-sand beaches and turquoise waters.
  • C. Kurahaupō
    Kurahaupō is a renowned ancestral Māori voyaging canoe (waka) associated with several iwi, including Ngāpuhi, and features prominently in Polynesian migration traditions.
  • D. Tākitimu
    Tākitimu is a renowned ancestral Māori voyaging canoe (waka) celebrated in tribal traditions across Aotearoa New Zealand.
  • E. Tuatapere
    Tuatapere is a small rural town in New Zealand’s Southland region, known as a gateway to the Hump Ridge Track and for its forestry and farming heritage.
  • 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: Tamahere
Triple: [Waikato District, hasSettlement, Tamahere]
Generated description
Tamahere is a semi-rural community in the Waikato region of New Zealand, located between Hamilton and Cambridge and known for its lifestyle properties and farmland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tamahere
Target entity description: Tamahere is a semi-rural community in the Waikato region of New Zealand, located between Hamilton and Cambridge and known for its lifestyle properties and farmland.
  • A. Utupua
    Utupua is a small, remote island in the Santa Cruz Islands group of the Solomon Islands in the South Pacific Ocean.
  • B. Tapuaetai
    Tapuaetai is a small, picturesque islet in the Aitutaki Lagoon of the Cook Islands, famed for its white-sand beaches and turquoise waters.
  • C. Kurahaupō
    Kurahaupō is a renowned ancestral Māori voyaging canoe (waka) associated with several iwi, including Ngāpuhi, and features prominently in Polynesian migration traditions.
  • D. Tākitimu
    Tākitimu is a renowned ancestral Māori voyaging canoe (waka) celebrated in tribal traditions across Aotearoa New Zealand.
  • E. Tuatapere
    Tuatapere is a small rural town in New Zealand’s Southland region, known as a gateway to the Hump Ridge Track and for its forestry and farming heritage.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efac71881908a21d70c3c6ce099 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11c1f6c8190be1c570a7e44a313 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:52 p.m.