Triple

T5966216
Position Surface form Disambiguated ID Type / Status
Subject Middlewich E132757 entity
Predicate hasNeighbouringVillage P22613 FINISHED
Object Byley
Byley is a small rural village in Cheshire, England, situated near the town of Middlewich.
 E558432 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: Byley | Statement: [Middlewich, hasNeighbouringVillage, Byley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byley
Context triple: [Middlewich, hasNeighbouringVillage, Byley]
  • A. Leagrave
    Leagrave is a suburban area of Luton in Bedfordshire, England, known as the district where the River Lea originates.
  • B. Serby
    Serby is the endonym used by the Sorbs, a West Slavic ethnic minority primarily living in eastern Germany, to refer to themselves or their language.
  • C. Farlee
    Farlee is a given name and surname that serves as an alternative spelling of Farley.
  • D. Bladon
    Bladon is a village in Oxfordshire, England, best known as the burial place of Sir Winston Churchill.
  • E. Kellas
    Kellas is a small village in eastern Scotland situated within the Angus council area.
  • 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: Byley
Triple: [Middlewich, hasNeighbouringVillage, Byley]
Generated description
Byley is a small rural village in Cheshire, England, situated near the town of Middlewich.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byley
Target entity description: Byley is a small rural village in Cheshire, England, situated near the town of Middlewich.
  • A. Leagrave
    Leagrave is a suburban area of Luton in Bedfordshire, England, known as the district where the River Lea originates.
  • B. Serby
    Serby is the endonym used by the Sorbs, a West Slavic ethnic minority primarily living in eastern Germany, to refer to themselves or their language.
  • C. Farlee
    Farlee is a given name and surname that serves as an alternative spelling of Farley.
  • D. Bladon
    Bladon is a village in Oxfordshire, England, best known as the burial place of Sir Winston Churchill.
  • E. Kellas
    Kellas is a small village in eastern Scotland situated within the Angus council area.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3e06848190b1d1a191db257a07 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f917c881909c4f780937c5fa7b completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0e8de4f0c81908e8c67b858cdd066 completed March 23, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0e9416ba88190adb835b2ab9630ed completed March 23, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:03 p.m.