Triple

T1727467
Position Surface form Disambiguated ID Type / Status
Subject East Hertfordshire district E37530 entity
Predicate contains P35 FINISHED
Object Buntingford
Buntingford is a small historic market town in Hertfordshire, England, known for its traditional high street and rural surroundings.
 E196449 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: Buntingford | Statement: [East Hertfordshire district, contains, Buntingford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buntingford
Context triple: [East Hertfordshire district, contains, Buntingford]
  • A. Buckland
    Buckland is a small Inupiat community and city in northwestern Alaska situated along the Buckland River.
  • B. Buckland
    Buckland is a small historic community located within the Bull Run Mountains region of northern Virginia.
  • C. Hawkenbury
    Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
  • D. Bardney
    Bardney is a village and civil parish in Lincolnshire, England, known historically for its medieval abbey and its location near the River Witham.
  • E. Bainsford
    Bainsford is a district in Falkirk, Scotland, historically associated with local industry and early Scottish football.
  • 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: Buntingford
Triple: [East Hertfordshire district, contains, Buntingford]
Generated description
Buntingford is a small historic market town in Hertfordshire, England, known for its traditional high street and rural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buntingford
Target entity description: Buntingford is a small historic market town in Hertfordshire, England, known for its traditional high street and rural surroundings.
  • A. Buckland
    Buckland is a small Inupiat community and city in northwestern Alaska situated along the Buckland River.
  • B. Buckland
    Buckland is a small historic community located within the Bull Run Mountains region of northern Virginia.
  • C. Hawkenbury
    Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
  • D. Bardney
    Bardney is a village and civil parish in Lincolnshire, England, known historically for its medieval abbey and its location near the River Witham.
  • E. Bainsford
    Bainsford is a district in Falkirk, Scotland, historically associated with local industry and early Scottish football.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637c26988190ad5c400856684825 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0d76ea481908227f9cad3ff4523 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1e13d408190b393c00c331125a2 completed March 8, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69ada292a34c8190a566c2909342ab27 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:30 p.m.