Triple

T9530680
Position Surface form Disambiguated ID Type / Status
Subject Hemingford Grey E229883 entity
Predicate hasNeighbour P5707 FINISHED
Object Hemingford Abbots
Hemingford Abbots is a picturesque village in Cambridgeshire, England, known for its historic buildings and riverside setting along the River Great Ouse.
 E807147 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: Hemingford Abbots | Statement: [Hemingford Grey, hasNeighbour, Hemingford Abbots]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hemingford Abbots
Context triple: [Hemingford Grey, hasNeighbour, Hemingford Abbots]
  • A. Higham Ferrers
    Higham Ferrers is a historic market town in eastern England known for its medieval architecture and long-standing civic and religious heritage.
  • B. Hertingfordbury
    Hertingfordbury is a small historic village and civil parish in Hertfordshire, England, known for its rural character and traditional English countryside setting.
  • C. Stonesfield
    Stonesfield is a rural village in Oxfordshire, England, known historically for its Cotswold stone quarries and scenic countryside setting.
  • D. Houghton Regis
    Houghton Regis is a town in Bedfordshire, England, forming part of the Dunstable–Luton urban area and serving largely as a residential and commuter community.
  • E. Orton Wistow
    Orton Wistow is a residential area within the Orton district of Peterborough, England, known for its suburban housing and proximity to local green spaces and amenities.
  • 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: Hemingford Abbots
Triple: [Hemingford Grey, hasNeighbour, Hemingford Abbots]
Generated description
Hemingford Abbots is a picturesque village in Cambridgeshire, England, known for its historic buildings and riverside setting along the River Great Ouse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hemingford Abbots
Target entity description: Hemingford Abbots is a picturesque village in Cambridgeshire, England, known for its historic buildings and riverside setting along the River Great Ouse.
  • A. Higham Ferrers
    Higham Ferrers is a historic market town in eastern England known for its medieval architecture and long-standing civic and religious heritage.
  • B. Hertingfordbury
    Hertingfordbury is a small historic village and civil parish in Hertfordshire, England, known for its rural character and traditional English countryside setting.
  • C. Stonesfield
    Stonesfield is a rural village in Oxfordshire, England, known historically for its Cotswold stone quarries and scenic countryside setting.
  • D. Houghton Regis
    Houghton Regis is a town in Bedfordshire, England, forming part of the Dunstable–Luton urban area and serving largely as a residential and commuter community.
  • E. Orton Wistow
    Orton Wistow is a residential area within the Orton district of Peterborough, England, known for its suburban housing and proximity to local green spaces and amenities.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b2de3081909be70d9ab187dce6 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1527253588190ac365203ef382a2d completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d1531d8394819096c6be611a4c51b7 completed April 4, 2026, 6:06 p.m.
NED2 Entity disambiguation (via description) batch_69d1537db6b88190905d485b7a1828e3 completed April 4, 2026, 6:07 p.m.
Created at: March 30, 2026, 8 p.m.