Triple

T1886593
Position Surface form Disambiguated ID Type / Status
Subject Airbus A380 E39977 entity
Predicate wingManufacturingLocation P5255 FINISHED
Object Broughton, Wales
Broughton, Wales is a village in Flintshire notable for its large Airbus factory where wings for major commercial aircraft are produced.
 E213229 NE FINISHED

How this triple was built (5 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: Broughton, Wales | Statement: [Airbus A380, wingManufacturingLocation, Broughton, Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broughton, Wales
Context triple: [Airbus A380, wingManufacturingLocation, Broughton, Wales]
  • A. Ebbw Vale
    Ebbw Vale is a town in South Wales known for its industrial heritage, particularly in steelmaking and coal mining, and for serving as the main commercial and administrative hub of the surrounding area.
  • B. Treorchy
    Treorchy is a former coal-mining town and community in the Rhondda Fawr valley of South Wales, known for its cultural heritage and male voice choir.
  • C. Maesteg
    Maesteg is a former coal-mining town in the Llynfi Valley of South Wales, known for its industrial heritage and close-knit community.
  • D. Clwyd
    Clwyd was a former county in north-east Wales, created in 1974 and later abolished in 1996, that encompassed areas including parts of historic Denbighshire and Flintshire.
  • E. Pencoed
    Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
  • 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: Broughton, Wales
Triple: [Airbus A380, wingManufacturingLocation, Broughton, Wales]
Generated description
Broughton, Wales is a village in Flintshire notable for its large Airbus factory where wings for major commercial aircraft are produced.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broughton, Wales
Target entity description: Broughton, Wales is a village in Flintshire notable for its large Airbus factory where wings for major commercial aircraft are produced.
  • A. Ebbw Vale
    Ebbw Vale is a town in South Wales known for its industrial heritage, particularly in steelmaking and coal mining, and for serving as the main commercial and administrative hub of the surrounding area.
  • B. Treorchy
    Treorchy is a former coal-mining town and community in the Rhondda Fawr valley of South Wales, known for its cultural heritage and male voice choir.
  • C. Maesteg
    Maesteg is a former coal-mining town in the Llynfi Valley of South Wales, known for its industrial heritage and close-knit community.
  • D. Clwyd
    Clwyd was a former county in north-east Wales, created in 1974 and later abolished in 1996, that encompassed areas including parts of historic Denbighshire and Flintshire.
  • E. Pencoed
    Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: wingManufacturingLocation
Context triple: [Airbus A380, wingManufacturingLocation, Broughton, Wales]
  • A. aircraftManufacturerLocation
    Indicates the geographical place where an aircraft manufacturer is based or operates from.
  • B. wingOrigin
    Indicates the anatomical source or structural region from which a wing arises or is derived.
  • C. wingConstruction
    Indicates the method or structural design by which a wing is built or assembled.
  • D. mainManufacturingSite chosen
    Indicates the primary location where an entity’s products are manufactured or produced.
  • E. airframeConstruction
    Indicates the method or structural approach used to build an aircraft’s main body and supporting framework.
  • F. None of above.

Provenance (6 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_69abb12032c881909cd93e3601906f48 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeae81e4c8190bf480215a8a33630 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adecb9e9508190baefd8cdc99db150 completed March 8, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69aded18a34c8190b32c8e55436de805 completed March 8, 2026, 9:41 p.m.
PD Predicate disambiguation batch_69abafe61bc48190ac9ead027df930e1 completed March 7, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:34 p.m.