Triple

T4806197
Position Surface form Disambiguated ID Type / Status
Subject Shefford, Bedfordshire E106952 entity
Predicate hasPostTown P2711 FINISHED
Object SHEFFORD
SHEFFORD is a small market town in Bedfordshire, England, known for its local shops, historic buildings, and role as a service hub for surrounding villages.
 E472122 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: SHEFFORD | Statement: [Shefford, Bedfordshire, hasPostTown, SHEFFORD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SHEFFORD
Context triple: [Shefford, Bedfordshire, hasPostTown, SHEFFORD]
  • A. Shelford
    Shelford is a surname most notably associated with Victor E. Shelford, an influential American zoologist and pioneer in the field of ecology.
  • B. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • C. Cosford
    Cosford is a village in Shropshire, England, best known for its close association with RAF Cosford and the Royal Air Force Museum Cosford.
  • D. Swerford
    Swerford is a small rural village in Oxfordshire, England, known for its historic stone cottages and picturesque countryside setting.
  • E. North Sheen
    North Sheen is a suburban district in southwest London, England, known for its residential character and proximity to Kew and Richmond.
  • 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: SHEFFORD
Triple: [Shefford, Bedfordshire, hasPostTown, SHEFFORD]
Generated description
SHEFFORD is a small market town in Bedfordshire, England, known for its local shops, historic buildings, and role as a service hub for surrounding villages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SHEFFORD
Target entity description: SHEFFORD is a small market town in Bedfordshire, England, known for its local shops, historic buildings, and role as a service hub for surrounding villages.
  • A. Shelford
    Shelford is a surname most notably associated with Victor E. Shelford, an influential American zoologist and pioneer in the field of ecology.
  • B. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • C. Cosford
    Cosford is a village in Shropshire, England, best known for its close association with RAF Cosford and the Royal Air Force Museum Cosford.
  • D. Swerford
    Swerford is a small rural village in Oxfordshire, England, known for its historic stone cottages and picturesque countryside setting.
  • E. North Sheen
    North Sheen is a suburban district in southwest London, England, known for its residential character and proximity to Kew and Richmond.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c678e58819094cdf18d8c5ea96f completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d9e1ea88190b098d5203bd1d145 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4e61a9a8819096e3c4ba7612de85 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4f0d51ac819097636aaf2429f317 completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:23 p.m.