Triple

T901157
Position Surface form Disambiguated ID Type / Status
Subject Chicksands, Bedfordshire, England E19447 entity
Predicate near P350 FINISHED
Object Bedford
Bedford is a historic market town and the county town of Bedfordshire in eastern England, situated on the River Great Ouse.
 E124406 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: Bedford | Statement: [Chicksands, Bedfordshire, England, near, Bedford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bedford
Context triple: [Chicksands, Bedfordshire, England, near, Bedford]
  • A. Bedford
    Bedford is a suburban community within the Halifax Regional Municipality in Nova Scotia, Canada, known for its residential areas and waterfront along the Bedford Basin.
  • B. Stafford
    Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
  • C. Chelmsford
    Chelmsford is a historic cathedral city in Essex, England, known as a major commercial and administrative center and for being one of the UK's newest cities, granted status in 2012.
  • D. Northampton
    Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
  • E. Haverhill
    Haverhill is a historic city in northeastern Massachusetts that functions as a suburban community within the Greater Boston metropolitan area.
  • 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: Bedford
Triple: [Chicksands, Bedfordshire, England, near, Bedford]
Generated description
Bedford is a historic market town and the county town of Bedfordshire in eastern England, situated on the River Great Ouse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bedford
Target entity description: Bedford is a historic market town and the county town of Bedfordshire in eastern England, situated on the River Great Ouse.
  • A. Bedford
    Bedford is a suburban community within the Halifax Regional Municipality in Nova Scotia, Canada, known for its residential areas and waterfront along the Bedford Basin.
  • B. Stafford
    Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
  • C. Chelmsford
    Chelmsford is a historic cathedral city in Essex, England, known as a major commercial and administrative center and for being one of the UK's newest cities, granted status in 2012.
  • D. Northampton
    Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
  • E. Haverhill
    Haverhill is a historic city in northeastern Massachusetts that functions as a suburban community within the Greater Boston metropolitan area.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad4412408190a6bf8fc7484a5781 completed March 1, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4282ea908190817857231b98f5b4 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac43dd41748190b4a437f072221863 completed March 7, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac4433921881908d225c4309028214 completed March 7, 2026, 3:28 p.m.
Created at: March 1, 2026, 7:39 p.m.