Triple

T6570157
Position Surface form Disambiguated ID Type / Status
Subject Bersham E155412 entity
Predicate hasHeritageSite P923 FINISHED
Object Bersham Heritage Centre
Bersham Heritage Centre is a local museum and visitor attraction in Bersham, Wales, that interprets the area’s industrial and ironworking history.
E155412 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: Bersham Heritage Centre | Statement: [Bersham, hasHeritageSite, Bersham Heritage Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bersham Heritage Centre
Context triple: [Bersham, hasHeritageSite, Bersham Heritage Centre]
  • A. Bersham
    Bersham is a village in Wrexham County Borough, Wales, historically significant as an early center of the Industrial Revolution and ironworking.
  • B. Burslem Park
    Burslem Park is a historic Victorian public park in Burslem, Stoke-on-Trent, known for its ornamental gardens, lake, and heritage features.
  • C. Burslem Town Hall
    Burslem Town Hall is a historic civic building in the Burslem area of Stoke-on-Trent, England, noted for its Victorian architecture and role as a focal point of the town’s public life.
  • D. Broseley Pipeworks
    Broseley Pipeworks is a historic industrial site in Shropshire, England, known for its former clay tobacco pipe factory and preserved Victorian-era workshops.
  • E. M Shed
    M Shed is a museum on Bristol’s harbourside that explores the city’s social, industrial, and maritime history through interactive exhibits and collections.
  • 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: Bersham Heritage Centre
Triple: [Bersham, hasHeritageSite, Bersham Heritage Centre]
Generated description
Bersham Heritage Centre is a local museum and visitor attraction in Bersham, Wales, that interprets the area’s industrial and ironworking history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bersham Heritage Centre
Target entity description: Bersham Heritage Centre is a local museum and visitor attraction in Bersham, Wales, that interprets the area’s industrial and ironworking history.
  • A. Bersham chosen
    Bersham is a village in Wrexham County Borough, Wales, historically significant as an early center of the Industrial Revolution and ironworking.
  • B. Burslem Park
    Burslem Park is a historic Victorian public park in Burslem, Stoke-on-Trent, known for its ornamental gardens, lake, and heritage features.
  • C. Burslem Town Hall
    Burslem Town Hall is a historic civic building in the Burslem area of Stoke-on-Trent, England, noted for its Victorian architecture and role as a focal point of the town’s public life.
  • D. Broseley Pipeworks
    Broseley Pipeworks is a historic industrial site in Shropshire, England, known for its former clay tobacco pipe factory and preserved Victorian-era workshops.
  • E. M Shed
    M Shed is a museum on Bristol’s harbourside that explores the city’s social, industrial, and maritime history through interactive exhibits and collections.
  • F. None of above.

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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae5791e881909d0b340aa63c6223 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d567ef7481908c700c3abe2863ae completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d677a74881908e174a6f6c7a5497 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:53 p.m.