Triple

T10747907
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, New Zealand E253497 entity
Predicate hasSuburb P747 FINISHED
Object Leamington, New Zealand
Leamington, New Zealand is a residential suburb located across the Waikato River from the town center of Cambridge in the Waikato region of the North Island.
 E884330 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: Leamington, New Zealand | Statement: [Cambridge, New Zealand, hasSuburb, Leamington, New Zealand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leamington, New Zealand
Context triple: [Cambridge, New Zealand, hasSuburb, Leamington, New Zealand]
  • A. Leeston, New Zealand
    Leeston, New Zealand is a small rural town in the Canterbury region of the South Island, known as the hometown of All Blacks rugby legend Dan Carter.
  • B. Waimate, New Zealand
    Waimate, New Zealand is a small rural town in South Canterbury known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • C. Southbridge, New Zealand
    Southbridge, New Zealand is a small rural township in the Canterbury region known for its agricultural surroundings and close-knit community.
  • D. Marlborough, New Zealand
    Marlborough, New Zealand is a renowned wine-producing region, especially famous for its distinctive Sauvignon Blanc and scenic vineyard landscapes at the northeastern tip of the South Island.
  • E. Brightwater, New Zealand
    Brightwater, New Zealand is a small rural town in the Tasman District best known as the birthplace of pioneering nuclear physicist Ernest Rutherford.
  • 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: Leamington, New Zealand
Triple: [Cambridge, New Zealand, hasSuburb, Leamington, New Zealand]
Generated description
Leamington, New Zealand is a residential suburb located across the Waikato River from the town center of Cambridge in the Waikato region of the North Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leamington, New Zealand
Target entity description: Leamington, New Zealand is a residential suburb located across the Waikato River from the town center of Cambridge in the Waikato region of the North Island.
  • A. Leeston, New Zealand
    Leeston, New Zealand is a small rural town in the Canterbury region of the South Island, known as the hometown of All Blacks rugby legend Dan Carter.
  • B. Waimate, New Zealand
    Waimate, New Zealand is a small rural town in South Canterbury known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • C. Southbridge, New Zealand
    Southbridge, New Zealand is a small rural township in the Canterbury region known for its agricultural surroundings and close-knit community.
  • D. Marlborough, New Zealand
    Marlborough, New Zealand is a renowned wine-producing region, especially famous for its distinctive Sauvignon Blanc and scenic vineyard landscapes at the northeastern tip of the South Island.
  • E. Brightwater, New Zealand
    Brightwater, New Zealand is a small rural town in the Tasman District best known as the birthplace of pioneering nuclear physicist Ernest Rutherford.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b9242c81908dbf3fa155159b3c completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69de231af7388190b73347a3ffc1077a completed April 14, 2026, 11:20 a.m.
NEDg Description generation batch_69de27fb843c81908c0d0a5fb231543f completed April 14, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_69de2dff4a048190823c8b5f1f7ea548 completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:15 p.m.