Triple

T7840007
Position Surface form Disambiguated ID Type / Status
Subject Golden Valley Line E181781 entity
Predicate passesThrough P225 FINISHED
Object Chalford
Chalford is a picturesque village in Gloucestershire, England, known for its steep valley setting, historic mills, and traditional Cotswold stone architecture.
 E698891 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: Chalford | Statement: [Golden Valley Line, passesThrough, Chalford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chalford
Context triple: [Golden Valley Line, passesThrough, Chalford]
  • A. Parwich
    Parwich is a small rural village in the Derbyshire Peak District of England, noted for its traditional stone buildings and scenic countryside setting.
  • B. Chaldicotes
    Chaldicotes is a fictional country estate in Anthony Trollope’s Barsetshire novels, notably associated with the character Mr. Sowerby.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Chiddingfold
    Chiddingfold is a picturesque rural village in Surrey, England, known for its historic green, traditional architecture, and surrounding countryside.
  • E. Cherwell Vale
    Cherwell Vale is an electoral ward and local administrative area within the Cherwell district of Oxfordshire, 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: Chalford
Triple: [Golden Valley Line, passesThrough, Chalford]
Generated description
Chalford is a picturesque village in Gloucestershire, England, known for its steep valley setting, historic mills, and traditional Cotswold stone architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chalford
Target entity description: Chalford is a picturesque village in Gloucestershire, England, known for its steep valley setting, historic mills, and traditional Cotswold stone architecture.
  • A. Parwich
    Parwich is a small rural village in the Derbyshire Peak District of England, noted for its traditional stone buildings and scenic countryside setting.
  • B. Chaldicotes
    Chaldicotes is a fictional country estate in Anthony Trollope’s Barsetshire novels, notably associated with the character Mr. Sowerby.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Chiddingfold
    Chiddingfold is a picturesque rural village in Surrey, England, known for its historic green, traditional architecture, and surrounding countryside.
  • E. Cherwell Vale
    Cherwell Vale is an electoral ward and local administrative area within the Cherwell district of Oxfordshire, 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c589748190b34d0911d373e194 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5abff2a88190a2f988b8b041ebb0 completed March 31, 2026, 5:25 a.m.
NEDg Description generation batch_69cb762dd8348190bf74be4e7f5df1e7 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb24068908190977b266366e5ceea completed March 31, 2026, 11:38 a.m.
Created at: March 30, 2026, 4:47 p.m.