Triple

T15255940
Position Surface form Disambiguated ID Type / Status
Subject River Bulbourne E364646 entity
Predicate flowsThrough P225 FINISHED
Object Bourne End
Bourne End is a village in Hertfordshire, England, situated in the Bulbourne Valley between Hemel Hempstead and Berkhamsted.
E1147279 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: Bourne End | Statement: [River Bulbourne, flowsThrough, Bourne End]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bourne End
Context triple: [River Bulbourne, flowsThrough, Bourne End]
  • A. Bourne End
    Bourne End is a village in Buckinghamshire, England, situated on the River Thames between Marlow and Cookham.
  • B. Cliffs End
    Cliffs End is a coastal village in Kent, England, overlooking Pegwell Bay and the Stour Estuary.
  • C. Berkeley Vale
    Berkeley Vale is a suburban locality on the Central Coast of New South Wales, Australia, known for its residential areas and proximity to waterways and natural reserves.
  • D. Hope Valley
    Hope Valley is a scenic valley in England’s Peak District National Park, known for its picturesque villages, walking trails, and dramatic limestone and gritstone landscapes.
  • E. Clopton
    Clopton is a small rural village and civil parish located in the English county of Suffolk.
  • 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: Bourne End
Triple: [River Bulbourne, flowsThrough, Bourne End]
Generated description
Bourne End is a village in Hertfordshire, England, situated in the Bulbourne Valley between Hemel Hempstead and Berkhamsted.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bourne End
Target entity description: Bourne End is a village in Hertfordshire, England, situated in the Bulbourne Valley between Hemel Hempstead and Berkhamsted.
  • A. Bourne End
    Bourne End is a village in Buckinghamshire, England, situated on the River Thames between Marlow and Cookham.
  • B. Cliffs End
    Cliffs End is a coastal village in Kent, England, overlooking Pegwell Bay and the Stour Estuary.
  • C. Berkeley Vale
    Berkeley Vale is a suburban locality on the Central Coast of New South Wales, Australia, known for its residential areas and proximity to waterways and natural reserves.
  • D. Hope Valley
    Hope Valley is a scenic valley in England’s Peak District National Park, known for its picturesque villages, walking trails, and dramatic limestone and gritstone landscapes.
  • E. Clopton
    Clopton is a small rural village and civil parish located in the English county of Suffolk.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0084b97908190b3bf7ea7bd75bdc0 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f7bd2081909c003deb3a692f18 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee8a977a48190940f0ed1aedea955 completed May 9, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fee9fd19708190afe3ec4c4eacfe66 completed May 9, 2026, 8:02 a.m.
Created at: April 10, 2026, 3:13 a.m.