Triple

T8324692
Position Surface form Disambiguated ID Type / Status
Subject Gilston E194920 entity
Predicate constituencyWestminster P2710 FINISHED
Object Hertford and Stortford
Hertford and Stortford is a UK parliamentary constituency in Hertfordshire, represented in the House of Commons.
 E748218 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: Hertford and Stortford | Statement: [Gilston, constituencyWestminster, Hertford and Stortford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hertford and Stortford
Context triple: [Gilston, constituencyWestminster, Hertford and Stortford]
  • A. Hertford
    Hertford is a historic market town and the county town of Hertfordshire in southern England.
  • B. Hemel Hempstead
    Hemel Hempstead is a large town in southern England, known as a post-war New Town and major commercial and residential centre within Hertfordshire.
  • C. Bishop's Stortford
    Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
  • D. Hoddesdon
    Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
  • E. Sawbridgeworth
    Sawbridgeworth is a historic market town in Hertfordshire, England, situated near the River Stort and known for its commuter links to London and surrounding countryside.
  • 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: Hertford and Stortford
Triple: [Gilston, constituencyWestminster, Hertford and Stortford]
Generated description
Hertford and Stortford is a UK parliamentary constituency in Hertfordshire, represented in the House of Commons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hertford and Stortford
Target entity description: Hertford and Stortford is a UK parliamentary constituency in Hertfordshire, represented in the House of Commons.
  • A. Hertford
    Hertford is a historic market town and the county town of Hertfordshire in southern England.
  • B. Hemel Hempstead
    Hemel Hempstead is a large town in southern England, known as a post-war New Town and major commercial and residential centre within Hertfordshire.
  • C. Bishop's Stortford
    Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
  • D. Hoddesdon
    Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
  • E. Sawbridgeworth
    Sawbridgeworth is a historic market town in Hertfordshire, England, situated near the River Stort and known for its commuter links to London and surrounding countryside.
  • 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7e4f8081908e0f876ad962c932 completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cecc2b3890819091f8947ebf31bad0 completed April 2, 2026, 8:06 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 5:56 p.m.