Triple

T13603247
Position Surface form Disambiguated ID Type / Status
Subject Billingham, County Durham, England E324994 entity
Predicate hasIndustrialArea P40 FINISHED
Object Billingham Manufacturing Plant
Billingham Manufacturing Plant is a major industrial complex in Billingham known for its large-scale chemical and manufacturing operations.
E1050052 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: Billingham Manufacturing Plant | Statement: [Billingham, County Durham, England, hasIndustrialArea, Billingham Manufacturing Plant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billingham Manufacturing Plant
Context triple: [Billingham, County Durham, England, hasIndustrialArea, Billingham Manufacturing Plant]
  • A. Moraine Assembly plant
    Moraine Assembly plant is a former General Motors automobile manufacturing facility located in Moraine, Ohio, known for producing SUVs and other vehicles before its closure in 2008.
  • B. Burnaston plant
    The Burnaston plant is Toyota’s major car manufacturing facility in the UK, known for producing models such as the Corolla for European markets.
  • C. Kansas City Plant
    Kansas City Plant is a U.S. Department of Energy nuclear security facility in Kansas City, Missouri, responsible for manufacturing and procuring non-nuclear components for the nation’s nuclear weapons stockpile.
  • D. Bowling Green Assembly Plant
    Bowling Green Assembly Plant is a General Motors manufacturing facility in Kentucky best known as the exclusive production site of the Chevrolet Corvette sports car.
  • E. Alloy Steel Plant
    Alloy Steel Plant is a major steel manufacturing facility located in Durgapur, India, known for producing specialized alloy and special steels for industrial and strategic applications.
  • 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: Billingham Manufacturing Plant
Triple: [Billingham, County Durham, England, hasIndustrialArea, Billingham Manufacturing Plant]
Generated description
Billingham Manufacturing Plant is a major industrial complex in Billingham known for its large-scale chemical and manufacturing operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billingham Manufacturing Plant
Target entity description: Billingham Manufacturing Plant is a major industrial complex in Billingham known for its large-scale chemical and manufacturing operations.
  • A. Moraine Assembly plant
    Moraine Assembly plant is a former General Motors automobile manufacturing facility located in Moraine, Ohio, known for producing SUVs and other vehicles before its closure in 2008.
  • B. Burnaston plant
    The Burnaston plant is Toyota’s major car manufacturing facility in the UK, known for producing models such as the Corolla for European markets.
  • C. Kansas City Plant
    Kansas City Plant is a U.S. Department of Energy nuclear security facility in Kansas City, Missouri, responsible for manufacturing and procuring non-nuclear components for the nation’s nuclear weapons stockpile.
  • D. Bowling Green Assembly Plant
    Bowling Green Assembly Plant is a General Motors manufacturing facility in Kentucky best known as the exclusive production site of the Chevrolet Corvette sports car.
  • E. Alloy Steel Plant
    Alloy Steel Plant is a major steel manufacturing facility located in Durgapur, India, known for producing specialized alloy and special steels for industrial and strategic applications.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07ca07481909c45da551ea61ab4 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f93ec588190993baec788d22670 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f780bc40f481908191fec9a563e547 completed May 3, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69f7817b8c408190b7211ba8fd892f75 completed May 3, 2026, 5:10 p.m.
Created at: April 9, 2026, 9:49 p.m.