Triple

T17048637
Position Surface form Disambiguated ID Type / Status
Subject Bishop's Cleeve E413635 entity
Predicate hasNeighbouringSettlement P4647 FINISHED
Object Southam, Gloucestershire
Southam, Gloucestershire is a small village in the Cotswolds near Cheltenham, England, known for its rural setting and proximity to the Cleeve Hill escarpment.
E1248333 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: Southam, Gloucestershire | Statement: [Bishop's Cleeve, hasNeighbouringSettlement, Southam, Gloucestershire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southam, Gloucestershire
Context triple: [Bishop's Cleeve, hasNeighbouringSettlement, Southam, Gloucestershire]
  • A. Box, Gloucestershire
    Box, Gloucestershire is a small village in the Cotswolds region of England, known for its traditional stone cottages and rural setting near Minchinhampton.
  • B. Hawkesbury, Gloucestershire
    Hawkesbury, Gloucestershire is a rural village and civil parish in South Gloucestershire, England, known for its historic church and association with notable figures such as Prime Minister Robert Jenkinson, 2nd Earl of Liverpool.
  • C. Frampton-on-Severn
    Frampton-on-Severn is a picturesque village in Gloucestershire, England, known for its large village green and historic Cotswold stone buildings.
  • D. Calne
    Calne is a historic market town in Wiltshire, England, known for its former bacon-curing industry and location in the North Wessex Downs area.
  • E. Tutshill, Gloucestershire
    Tutshill, Gloucestershire is a small English village near the River Wye in the Forest of Dean district, close to the Welsh border and the town of Chepstow.
  • 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: Southam, Gloucestershire
Triple: [Bishop's Cleeve, hasNeighbouringSettlement, Southam, Gloucestershire]
Generated description
Southam, Gloucestershire is a small village in the Cotswolds near Cheltenham, England, known for its rural setting and proximity to the Cleeve Hill escarpment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southam, Gloucestershire
Target entity description: Southam, Gloucestershire is a small village in the Cotswolds near Cheltenham, England, known for its rural setting and proximity to the Cleeve Hill escarpment.
  • A. Box, Gloucestershire
    Box, Gloucestershire is a small village in the Cotswolds region of England, known for its traditional stone cottages and rural setting near Minchinhampton.
  • B. Hawkesbury, Gloucestershire
    Hawkesbury, Gloucestershire is a rural village and civil parish in South Gloucestershire, England, known for its historic church and association with notable figures such as Prime Minister Robert Jenkinson, 2nd Earl of Liverpool.
  • C. Frampton-on-Severn
    Frampton-on-Severn is a picturesque village in Gloucestershire, England, known for its large village green and historic Cotswold stone buildings.
  • D. Calne
    Calne is a historic market town in Wiltshire, England, known for its former bacon-curing industry and location in the North Wessex Downs area.
  • E. Tutshill, Gloucestershire
    Tutshill, Gloucestershire is a small English village near the River Wye in the Forest of Dean district, close to the Welsh border and the town of Chepstow.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3daa092f08190a9e37404a9de662c completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012341b8e88190a2bee865be5ca1c1 completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a012585a1548190a112f55e2d84ccac completed May 11, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0126536c348190b9b2eadb4969f8c2 completed May 11, 2026, 12:44 a.m.
Created at: April 10, 2026, 5:34 a.m.