Triple

T13091534
Position Surface form Disambiguated ID Type / Status
Subject Hut 8 E310473 entity
Predicate location P40 FINISHED
Object Bletchley, Buckinghamshire, England
Bletchley, Buckinghamshire, England is a town best known for its role in World War II codebreaking at Bletchley Park, where Allied cryptanalysts worked to decipher enemy communications.
 E1019463 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: Bletchley, Buckinghamshire, England | Statement: [Hut 8, location, Bletchley, Buckinghamshire, England]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bletchley, Buckinghamshire, England
Context triple: [Hut 8, location, Bletchley, Buckinghamshire, England]
  • A. Woburn, Bedfordshire, England
    Woburn, Bedfordshire, England is a historic village in central Bedfordshire known for the nearby Woburn Abbey estate and its long-standing aristocratic and architectural heritage.
  • B. Penn, Buckinghamshire, England
    Penn, Buckinghamshire, England is a historic village and civil parish in the Chiltern Hills known for its traditional English countryside character and proximity to London.
  • C. Churchill, Oxfordshire, England
    Churchill, Oxfordshire, England is a small historic village in the Cotswolds known as the birthplace of the British statesman Warren Hastings.
  • D. Windsor, Berkshire, England
    Windsor, Berkshire, England is a historic market town on the River Thames best known as the site of Windsor Castle, one of the principal residences of the British monarch.
  • E. Reading, Berkshire, England
    Reading, Berkshire, England is a historic large town in South East England known for its medieval abbey ruins, riverside setting on the Thames and Kennet, and role as a major commercial and transport hub.
  • 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: Bletchley, Buckinghamshire, England
Triple: [Hut 8, location, Bletchley, Buckinghamshire, England]
Generated description
Bletchley, Buckinghamshire, England is a town best known for its role in World War II codebreaking at Bletchley Park, where Allied cryptanalysts worked to decipher enemy communications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bletchley, Buckinghamshire, England
Target entity description: Bletchley, Buckinghamshire, England is a town best known for its role in World War II codebreaking at Bletchley Park, where Allied cryptanalysts worked to decipher enemy communications.
  • A. Woburn, Bedfordshire, England
    Woburn, Bedfordshire, England is a historic village in central Bedfordshire known for the nearby Woburn Abbey estate and its long-standing aristocratic and architectural heritage.
  • B. Penn, Buckinghamshire, England
    Penn, Buckinghamshire, England is a historic village and civil parish in the Chiltern Hills known for its traditional English countryside character and proximity to London.
  • C. Churchill, Oxfordshire, England
    Churchill, Oxfordshire, England is a small historic village in the Cotswolds known as the birthplace of the British statesman Warren Hastings.
  • D. Windsor, Berkshire, England
    Windsor, Berkshire, England is a historic market town on the River Thames best known as the site of Windsor Castle, one of the principal residences of the British monarch.
  • E. Reading, Berkshire, England
    Reading, Berkshire, England is a historic large town in South East England known for its medieval abbey ruins, riverside setting on the Thames and Kennet, and role as a major commercial and transport hub.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813acbac8190b2fe5e07287457cf completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d61629ac8190a2dfa11951a877f0 completed May 3, 2026, 4:59 a.m.
NEDg Description generation batch_69f6d6e326408190b7906c7ea8e3ef85 completed May 3, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6d873b978819097962c82e8ffdac8 completed May 3, 2026, 5:09 a.m.
Created at: April 9, 2026, 9:03 p.m.