Triple

T3143031
Position Surface form Disambiguated ID Type / Status
Subject Ribblehead E65696 entity
Predicate postTown P2711 FINISHED
Object CARNFORTH
Carnforth is a small market town in Lancashire, England, known historically as a railway junction and for its association with the film "Brief Encounter."
 E332576 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: CARNFORTH | Statement: [Ribblehead, postTown, CARNFORTH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CARNFORTH
Context triple: [Ribblehead, postTown, CARNFORTH]
  • A. 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.
  • B. Clitheroe
    Clitheroe is a historic market town in northern England, known for its medieval castle and scenic location in the Ribble Valley.
  • C. Saddleworth
    Saddleworth is a civil parish and rural area in the Pennines of Greater Manchester, England, known for its moorland landscapes, historic villages, and traditional cultural events.
  • D. Accrington
    Accrington is a town in Lancashire, England, historically known for its textile industry and the production of Accrington brick.
  • E. Chadderton
    Chadderton is a town in Greater Manchester, England, historically part of Lancashire and now within the Metropolitan Borough of Oldham.
  • 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: CARNFORTH
Triple: [Ribblehead, postTown, CARNFORTH]
Generated description
Carnforth is a small market town in Lancashire, England, known historically as a railway junction and for its association with the film "Brief Encounter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CARNFORTH
Target entity description: Carnforth is a small market town in Lancashire, England, known historically as a railway junction and for its association with the film "Brief Encounter."
  • A. 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.
  • B. Clitheroe
    Clitheroe is a historic market town in northern England, known for its medieval castle and scenic location in the Ribble Valley.
  • C. Saddleworth
    Saddleworth is a civil parish and rural area in the Pennines of Greater Manchester, England, known for its moorland landscapes, historic villages, and traditional cultural events.
  • D. Accrington
    Accrington is a town in Lancashire, England, historically known for its textile industry and the production of Accrington brick.
  • E. Chadderton
    Chadderton is a town in Greater Manchester, England, historically part of Lancashire and now within the Metropolitan Borough of Oldham.
  • 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_69ad8582f564819088c27e1f96153938 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada59489a88190b0962cef091f4ddb completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224e9029c8190bd88dbb18b5f71a8 completed March 12, 2026, 2:28 a.m.
NEDg Description generation batch_69b225c419cc8190ac157b5996132d3f completed March 12, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_69b2264e67748190920fbd2db5355de4 completed March 12, 2026, 2:34 a.m.
Created at: March 8, 2026, 3:05 p.m.