Triple

T2898300
Position Surface form Disambiguated ID Type / Status
Subject Arnold Bennett E62594 entity
Predicate placeOfBirth P1 FINISHED
Object Hanley, Staffordshire, England
Hanley, in Staffordshire, England, is a major town within the city of Stoke-on-Trent, historically known for its pottery industry and as the birthplace of novelist Arnold Bennett.
 E307740 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: Hanley, Staffordshire, England | Statement: [Arnold Bennett, placeOfBirth, Hanley, Staffordshire, England]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanley, Staffordshire, England
Context triple: [Arnold Bennett, placeOfBirth, Hanley, Staffordshire, England]
  • A. Davenport, Cheshire, England
    Davenport, Cheshire, England is a suburban area in the Borough of Stockport in North West England, historically part of the county of Cheshire.
  • B. Markfield, Leicestershire, England
    Markfield, Leicestershire, England is a village in the East Midlands notable as the birthplace of influential Puritan clergyman and Connecticut founder Thomas Hooker.
  • C. Turnhurst, Staffordshire
    Turnhurst, Staffordshire is a locality in England historically noted as the place where pioneering canal engineer James Brindley died.
  • D. Elmore, Staffordshire
    Elmore, Staffordshire is a locality in the English county of Staffordshire notable as the birthplace of 17th-century Archbishop of Canterbury Gilbert Sheldon.
  • E. Lichfield, Staffordshire, England
    Lichfield, in Staffordshire, England, is a historic cathedral city known for its medieval architecture and cultural heritage.
  • 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: Hanley, Staffordshire, England
Triple: [Arnold Bennett, placeOfBirth, Hanley, Staffordshire, England]
Generated description
Hanley, in Staffordshire, England, is a major town within the city of Stoke-on-Trent, historically known for its pottery industry and as the birthplace of novelist Arnold Bennett.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanley, Staffordshire, England
Target entity description: Hanley, in Staffordshire, England, is a major town within the city of Stoke-on-Trent, historically known for its pottery industry and as the birthplace of novelist Arnold Bennett.
  • A. Davenport, Cheshire, England
    Davenport, Cheshire, England is a suburban area in the Borough of Stockport in North West England, historically part of the county of Cheshire.
  • B. Markfield, Leicestershire, England
    Markfield, Leicestershire, England is a village in the East Midlands notable as the birthplace of influential Puritan clergyman and Connecticut founder Thomas Hooker.
  • C. Turnhurst, Staffordshire
    Turnhurst, Staffordshire is a locality in England historically noted as the place where pioneering canal engineer James Brindley died.
  • D. Elmore, Staffordshire
    Elmore, Staffordshire is a locality in the English county of Staffordshire notable as the birthplace of 17th-century Archbishop of Canterbury Gilbert Sheldon.
  • E. Lichfield, Staffordshire, England
    Lichfield, in Staffordshire, England, is a historic cathedral city known for its medieval architecture and cultural heritage.
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe08fe3248190a6bb7de2a2c317b1 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03188d84081909e23b46c2f75250b completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b036ef40188190880dfe3592107b0e completed March 10, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:10 p.m.