Triple

T5023079
Position Surface form Disambiguated ID Type / Status
Subject Cluses E112902 entity
Predicate hasIndustryCluster P759 FINISHED
Object Arve Valley screw-cutting cluster
The Arve Valley screw-cutting cluster is a renowned French industrial hub in the Arve Valley specializing in precision machining and screw-cutting for sectors such as automotive, aerospace, and medical devices.
E486084 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: Arve Valley screw-cutting cluster | Statement: [Cluses, hasIndustryCluster, Arve Valley screw-cutting cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arve Valley screw-cutting cluster
Context triple: [Cluses, hasIndustryCluster, Arve Valley screw-cutting cluster]
  • A. Cowlairs Works
    Cowlairs Works was a major railway locomotive and carriage construction and maintenance facility in Glasgow, Scotland, historically significant in the development and servicing of British railway stock.
  • B. AEG Turbine Factory
    The AEG Turbine Factory is an early 20th-century industrial building in Berlin celebrated as a landmark of modern architecture and industrial design.
  • C. Sarehole Mill
    Sarehole Mill is a historic 18th-century water mill in Birmingham, England, famed for its association with J.R.R. Tolkien and now preserved as a museum and heritage site.
  • D. Hill’s Tramroad
    Hill’s Tramroad is a historic early industrial tramway in the Blaenavon area of South Wales, built to transport iron and coal and now recognized as part of a UNESCO World Heritage landscape.
  • E. Derwent Valley Mills
    Derwent Valley Mills is a UNESCO World Heritage Site in England recognized as the birthplace of the modern factory system, featuring historic 18th- and 19th-century cotton mills and industrial communities along the River Derwent.
  • 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: Arve Valley screw-cutting cluster
Triple: [Cluses, hasIndustryCluster, Arve Valley screw-cutting cluster]
Generated description
The Arve Valley screw-cutting cluster is a renowned French industrial hub in the Arve Valley specializing in precision machining and screw-cutting for sectors such as automotive, aerospace, and medical devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arve Valley screw-cutting cluster
Target entity description: The Arve Valley screw-cutting cluster is a renowned French industrial hub in the Arve Valley specializing in precision machining and screw-cutting for sectors such as automotive, aerospace, and medical devices.
  • A. Cowlairs Works
    Cowlairs Works was a major railway locomotive and carriage construction and maintenance facility in Glasgow, Scotland, historically significant in the development and servicing of British railway stock.
  • B. AEG Turbine Factory
    The AEG Turbine Factory is an early 20th-century industrial building in Berlin celebrated as a landmark of modern architecture and industrial design.
  • C. Sarehole Mill
    Sarehole Mill is a historic 18th-century water mill in Birmingham, England, famed for its association with J.R.R. Tolkien and now preserved as a museum and heritage site.
  • D. Hill’s Tramroad
    Hill’s Tramroad is a historic early industrial tramway in the Blaenavon area of South Wales, built to transport iron and coal and now recognized as part of a UNESCO World Heritage landscape.
  • E. Derwent Valley Mills
    Derwent Valley Mills is a UNESCO World Heritage Site in England recognized as the birthplace of the modern factory system, featuring historic 18th- and 19th-century cotton mills and industrial communities along the River Derwent.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73670578819099a56112950708a8 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9286bb28819095ca0ec858061419 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be933f3ed08190a128c1b3c9b3b1c3 completed March 21, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69be940b2eac819099001d403501afac completed March 21, 2026, 12:50 p.m.
Created at: March 20, 2026, 1:36 p.m.