Triple

T22888132
Position Surface form Disambiguated ID Type / Status
Subject River Lune estuary E567659 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Heaton-with-Oxcliffe
Heaton-with-Oxcliffe is a small civil parish and village in Lancashire, England, situated near the River Lune estuary close to the town of Morecambe.
 E1559887 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: Heaton-with-Oxcliffe | Statement: [River Lune estuary, hasNearbySettlement, Heaton-with-Oxcliffe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heaton-with-Oxcliffe
Context triple: [River Lune estuary, hasNearbySettlement, Heaton-with-Oxcliffe]
  • A. Heaton
    Heaton is a suburban residential area within the town of Bolton in Greater Manchester, England.
  • B. Heaton
    Heaton is a surname most notably associated with American actress Patricia Heaton, known for her roles in popular television sitcoms.
  • C. Oxton
    Oxton is a suburban residential area on the Wirral Peninsula in Merseyside, England, known for its Victorian architecture and village-like center.
  • D. Heaton Moor
    Heaton Moor is a suburban residential area in Greater Manchester, England, known for its leafy streets, Victorian and Edwardian architecture, and village-like center with independent shops and cafes.
  • E. Heaton Park
    Heaton Park is a large historic public park in Manchester, England, known for its expansive green spaces, woodland, boating lake, and the Grade I listed Heaton Hall.
  • 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: Heaton-with-Oxcliffe
Triple: [River Lune estuary, hasNearbySettlement, Heaton-with-Oxcliffe]
Generated description
Heaton-with-Oxcliffe is a small civil parish and village in Lancashire, England, situated near the River Lune estuary close to the town of Morecambe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heaton-with-Oxcliffe
Target entity description: Heaton-with-Oxcliffe is a small civil parish and village in Lancashire, England, situated near the River Lune estuary close to the town of Morecambe.
  • A. Heaton
    Heaton is a suburban residential area within the town of Bolton in Greater Manchester, England.
  • B. Heaton
    Heaton is a surname most notably associated with American actress Patricia Heaton, known for her roles in popular television sitcoms.
  • C. Oxton
    Oxton is a suburban residential area on the Wirral Peninsula in Merseyside, England, known for its Victorian architecture and village-like center.
  • D. Heaton Moor
    Heaton Moor is a suburban residential area in Greater Manchester, England, known for its leafy streets, Victorian and Edwardian architecture, and village-like center with independent shops and cafes.
  • E. Heaton Park
    Heaton Park is a large historic public park in Manchester, England, known for its expansive green spaces, woodland, boating lake, and the Grade I listed Heaton Hall.
  • 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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17fc2adb4819081bce7e6849ba31a completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9be4c688190820b484bea11696b completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb38da508190bc1d9bc8538cdbe2 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbc1bd0808190a0a5f8f603308b45 completed May 19, 2026, 1:25 a.m.
Created at: April 17, 2026, 3:40 p.m.