Triple

T3172066
Position Surface form Disambiguated ID Type / Status
Subject Northamptonshire E66376 entity
Predicate hasHistoricTown P847 FINISHED
Object Higham Ferrers
Higham Ferrers is a historic market town in eastern England known for its medieval architecture and long-standing civic and religious heritage.
E333812 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: Higham Ferrers | Statement: [Northamptonshire, hasHistoricTown, Higham Ferrers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higham Ferrers
Context triple: [Northamptonshire, hasHistoricTown, Higham Ferrers]
  • A. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • B. Heytesbury
    Heytesbury is a historic village and former parliamentary borough in Wiltshire, England.
  • C. Hertingfordbury
    Hertingfordbury is a small historic village and civil parish in Hertfordshire, England, known for its rural character and traditional English countryside setting.
  • D. Symonds Yat
    Symonds Yat is a picturesque village and popular tourist spot on the River Wye in England, renowned for its dramatic limestone cliffs, scenic viewpoints, and outdoor activities such as hiking, canoeing, and rock climbing.
  • E. Abbeystead
    Abbeystead is a small rural village in Lancashire, England, known for its scenic setting within the Forest of Bowland Area of Outstanding Natural Beauty.
  • 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: Higham Ferrers
Triple: [Northamptonshire, hasHistoricTown, Higham Ferrers]
Generated description
Higham Ferrers is a historic market town in eastern England known for its medieval architecture and long-standing civic and religious heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higham Ferrers
Target entity description: Higham Ferrers is a historic market town in eastern England known for its medieval architecture and long-standing civic and religious heritage.
  • A. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • B. Heytesbury
    Heytesbury is a historic village and former parliamentary borough in Wiltshire, England.
  • C. Hertingfordbury
    Hertingfordbury is a small historic village and civil parish in Hertfordshire, England, known for its rural character and traditional English countryside setting.
  • D. Symonds Yat
    Symonds Yat is a picturesque village and popular tourist spot on the River Wye in England, renowned for its dramatic limestone cliffs, scenic viewpoints, and outdoor activities such as hiking, canoeing, and rock climbing.
  • E. Abbeystead
    Abbeystead is a small rural village in Lancashire, England, known for its scenic setting within the Forest of Bowland Area of Outstanding Natural Beauty.
  • 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_69ad8585d7988190af37365331093ccd completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada66da23c81908f063b44b48b1e53 completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235e9f04c8190933e893e59e9f342 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236962ee48190b37836e5fe6dbc37 completed March 12, 2026, 3:44 a.m.
NED2 Entity disambiguation (via description) batch_69b2373ebca88190b50735839eab4944 completed March 12, 2026, 3:47 a.m.
Created at: March 8, 2026, 3:06 p.m.