Triple

T1883543
Position Surface form Disambiguated ID Type / Status
Subject Burnley E39907 entity
Predicate hasNeighbouringTown P3883 FINISHED
Object Padiham
Padiham is a small town in Lancashire, England, situated near Burnley and known for its industrial heritage and proximity to the River Calder.
E213204 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: Padiham | Statement: [Burnley, hasNeighbouringTown, Padiham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Padiham
Context triple: [Burnley, hasNeighbouringTown, Padiham]
  • A. Ribblehead
    Ribblehead is a remote hamlet in North Yorkshire, England, best known for its dramatic moorland setting and the iconic Ribblehead Viaduct on the Settle–Carlisle railway.
  • B. Ramsbottom
    Ramsbottom is a small market town in Greater Manchester, England, known for its industrial heritage, scenic Irwell Valley setting, and preserved East Lancashire Railway.
  • C. Hawarden
    Hawarden is a village in Flintshire, Wales, historically notable as the longtime home and final residence of British Prime Minister William Ewart Gladstone.
  • D. Hebden Bridge
    Hebden Bridge is a small, picturesque market town in West Yorkshire, England, known for its artistic community, independent shops, and scenic setting in the Calder Valley.
  • E. Gisburn
    Gisburn is a small rural village and civil parish in Lancashire, England, situated within the Ribble Valley district.
  • 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: Padiham
Triple: [Burnley, hasNeighbouringTown, Padiham]
Generated description
Padiham is a small town in Lancashire, England, situated near Burnley and known for its industrial heritage and proximity to the River Calder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Padiham
Target entity description: Padiham is a small town in Lancashire, England, situated near Burnley and known for its industrial heritage and proximity to the River Calder.
  • A. Ribblehead
    Ribblehead is a remote hamlet in North Yorkshire, England, best known for its dramatic moorland setting and the iconic Ribblehead Viaduct on the Settle–Carlisle railway.
  • B. Ramsbottom
    Ramsbottom is a small market town in Greater Manchester, England, known for its industrial heritage, scenic Irwell Valley setting, and preserved East Lancashire Railway.
  • C. Hawarden
    Hawarden is a village in Flintshire, Wales, historically notable as the longtime home and final residence of British Prime Minister William Ewart Gladstone.
  • D. Hebden Bridge
    Hebden Bridge is a small, picturesque market town in West Yorkshire, England, known for its artistic community, independent shops, and scenic setting in the Calder Valley.
  • E. Gisburn
    Gisburn is a small rural village and civil parish in Lancashire, England, situated within the Ribble Valley district.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb11d3cd48190bbd3ef2cf62e0dff completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeae631488190b5b4a8137112e568 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adecacc5c881909882deb9b68d8a4c completed March 8, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69adecfa6d2c8190a9adc4887a721ab7 completed March 8, 2026, 9:41 p.m.
Created at: March 4, 2026, 7:34 p.m.