Triple

T4655495
Position Surface form Disambiguated ID Type / Status
Subject Chenies, Buckinghamshire E102398 entity
Predicate near P350 FINISHED
Object Little Chalfont
Little Chalfont is a village in Buckinghamshire, England, known as a commuter settlement in the Chilterns with access to London via the Metropolitan railway line.
 E459382 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: Little Chalfont | Statement: [Chenies, Buckinghamshire, near, Little Chalfont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Little Chalfont
Context triple: [Chenies, Buckinghamshire, near, Little Chalfont]
  • A. Chalfont St Peter
    Chalfont St Peter is a large village and civil parish in southeastern Buckinghamshire, England, known for its historic buildings and proximity to London.
  • B. Chalfont St Giles
    Chalfont St Giles is a picturesque English village in Buckinghamshire known for its historic buildings, rural charm, and association with the writer John Milton.
  • C. Chalfont & Latimer
    Chalfont & Latimer is a London Underground and National Rail station in Buckinghamshire, serving the villages of Chalfont St Giles, Chalfont St Peter, and Little Chalfont.
  • D. Saffron Walden
    Saffron Walden is a historic market town in Essex, England, known for its well-preserved medieval architecture and former saffron trade.
  • E. Gerrards Cross
    Gerrards Cross is an affluent commuter town in South Buckinghamshire, England, known for its leafy residential character and convenient rail links to central London.
  • 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: Little Chalfont
Triple: [Chenies, Buckinghamshire, near, Little Chalfont]
Generated description
Little Chalfont is a village in Buckinghamshire, England, known as a commuter settlement in the Chilterns with access to London via the Metropolitan railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Little Chalfont
Target entity description: Little Chalfont is a village in Buckinghamshire, England, known as a commuter settlement in the Chilterns with access to London via the Metropolitan railway line.
  • A. Chalfont St Peter
    Chalfont St Peter is a large village and civil parish in southeastern Buckinghamshire, England, known for its historic buildings and proximity to London.
  • B. Chalfont St Giles
    Chalfont St Giles is a picturesque English village in Buckinghamshire known for its historic buildings, rural charm, and association with the writer John Milton.
  • C. Chalfont & Latimer
    Chalfont & Latimer is a London Underground and National Rail station in Buckinghamshire, serving the villages of Chalfont St Giles, Chalfont St Peter, and Little Chalfont.
  • D. Saffron Walden
    Saffron Walden is a historic market town in Essex, England, known for its well-preserved medieval architecture and former saffron trade.
  • E. Gerrards Cross
    Gerrards Cross is an affluent commuter town in South Buckinghamshire, England, known for its leafy residential character and convenient rail links to central London.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6317ba70819089145766d3462e57 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaf28c148190b46cf846528034c5 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc6751988190917ec53a8e2e27ec completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69be009e6c488190b18e1b2b4b34ecef completed March 21, 2026, 2:21 a.m.
Created at: March 20, 2026, 1:14 p.m.