Triple

T11449053
Position Surface form Disambiguated ID Type / Status
Subject Epsom Campus E271344 entity
Predicate locatedIn P40 FINISHED
Object Epsom, Auckland, New Zealand
Epsom, Auckland, New Zealand is a central residential suburb known for its historic villas, tree-lined streets, and proximity to major educational institutions and parks.
E926519 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: Epsom, Auckland, New Zealand | Statement: [Epsom Campus, locatedIn, Epsom, Auckland, New Zealand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Epsom, Auckland, New Zealand
Context triple: [Epsom Campus, locatedIn, Epsom, Auckland, New Zealand]
  • A. Henderson, Auckland, New Zealand
    Henderson, Auckland, New Zealand is a suburban area in West Auckland known as a residential and commercial hub within the Auckland metropolitan region.
  • B. Hamilton, New Zealand
    Hamilton, New Zealand is a major inland city in the Waikato region known for its growing urban center, the Waikato River, and its role as an economic and educational hub on New Zealand’s North Island.
  • C. Western Springs, Auckland
    Western Springs, Auckland is a suburb and large parkland area in central-west Auckland, New Zealand, known for hosting major cultural and music events and for its scenic lake and green spaces.
  • D. Springfield, New Zealand
    Springfield, New Zealand is a small rural town in the Canterbury region of the South Island, known as a gateway to the Southern Alps and nearby ski fields.
  • E. 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.
  • 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: Epsom, Auckland, New Zealand
Triple: [Epsom Campus, locatedIn, Epsom, Auckland, New Zealand]
Generated description
Epsom, Auckland, New Zealand is a central residential suburb known for its historic villas, tree-lined streets, and proximity to major educational institutions and parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Epsom, Auckland, New Zealand
Target entity description: Epsom, Auckland, New Zealand is a central residential suburb known for its historic villas, tree-lined streets, and proximity to major educational institutions and parks.
  • A. Henderson, Auckland, New Zealand
    Henderson, Auckland, New Zealand is a suburban area in West Auckland known as a residential and commercial hub within the Auckland metropolitan region.
  • B. Hamilton, New Zealand
    Hamilton, New Zealand is a major inland city in the Waikato region known for its growing urban center, the Waikato River, and its role as an economic and educational hub on New Zealand’s North Island.
  • C. Western Springs, Auckland
    Western Springs, Auckland is a suburb and large parkland area in central-west Auckland, New Zealand, known for hosting major cultural and music events and for its scenic lake and green spaces.
  • D. Springfield, New Zealand
    Springfield, New Zealand is a small rural town in the Canterbury region of the South Island, known as a gateway to the Southern Alps and nearby ski fields.
  • E. 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.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d81c6e496c8190b0a1919c29d4ee60 completed April 9, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d3cb63408190a96b97f716d46082 completed April 20, 2026, 7:20 a.m.
NEDg Description generation batch_69e5d7e46e248190aba139dc32185e2f completed April 20, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_69e5e192297c8190992578f734e63427 completed April 20, 2026, 8:19 a.m.
Created at: April 8, 2026, 9:35 p.m.