Triple

T7810845
Position Surface form Disambiguated ID Type / Status
Subject Billington E180677 entity
Predicate civilParish P2739 FINISHED
Object Billington and Langho
Billington and Langho is a civil parish in the Ribble Valley district of Lancashire, England, encompassing the villages of Billington and Langho and surrounding rural areas.
 E694605 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: Billington and Langho | Statement: [Billington, civilParish, Billington and Langho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billington and Langho
Context triple: [Billington, civilParish, Billington and Langho]
  • A. Longridge
    Longridge is a small town in Lancashire, England, known for its historic stone quarrying industry and scenic location on the edge of the Ribble Valley.
  • B. Longridge
    Longridge is a small village located in the council area of West Lothian in central Scotland.
  • C. Gateacre
    Gateacre is a suburban district in south Liverpool, England, known for its historic village center and mix of Victorian and modern housing.
  • D. Brereton and Ravenhill
    Brereton and Ravenhill is a local government electoral ward serving part of the town of Rugeley in Staffordshire, England.
  • E. Langtoft
    Langtoft is a village and civil parish in the South Kesteven district of Lincolnshire, England.
  • 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: Billington and Langho
Triple: [Billington, civilParish, Billington and Langho]
Generated description
Billington and Langho is a civil parish in the Ribble Valley district of Lancashire, England, encompassing the villages of Billington and Langho and surrounding rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billington and Langho
Target entity description: Billington and Langho is a civil parish in the Ribble Valley district of Lancashire, England, encompassing the villages of Billington and Langho and surrounding rural areas.
  • A. Longridge
    Longridge is a small town in Lancashire, England, known for its historic stone quarrying industry and scenic location on the edge of the Ribble Valley.
  • B. Longridge
    Longridge is a small village located in the council area of West Lothian in central Scotland.
  • C. Gateacre
    Gateacre is a suburban district in south Liverpool, England, known for its historic village center and mix of Victorian and modern housing.
  • D. Brereton and Ravenhill
    Brereton and Ravenhill is a local government electoral ward serving part of the town of Rugeley in Staffordshire, England.
  • E. Langtoft
    Langtoft is a village and civil parish in the South Kesteven district of Lincolnshire, England.
  • 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_69ca827f6f148190beca4e245b993506 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf78cd1cc8190b4cdd9850e1e2bb7 completed March 30, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14651d488190b1bf6b875a2ebccd completed March 31, 2026, 12:25 a.m.
NEDg Description generation batch_69cb173190a88190b31fd7973bc19d43 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a56d25881908b8413b82edf5508 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:37 p.m.