Triple

T8059704
Position Surface form Disambiguated ID Type / Status
Subject Parkhead, Glasgow E188088 entity
Predicate hasHistoricalSite P1098 FINISHED
Object Beardmore’s Parkhead Forge
Beardmore’s Parkhead Forge was a major 19th–20th century iron and steel works in Glasgow that became one of Scotland’s most important heavy engineering and shipbuilding-related industrial complexes.
E707230 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: Beardmore’s Parkhead Forge | Statement: [Parkhead, Glasgow, hasHistoricalSite, Beardmore’s Parkhead Forge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beardmore’s Parkhead Forge
Context triple: [Parkhead, Glasgow, hasHistoricalSite, Beardmore’s Parkhead Forge]
  • A. Ynysfach Ironworks
    Ynysfach Ironworks is a historic former ironworks in Merthyr Tydfil, Wales, that played a significant role in the town’s 19th-century iron and industrial heritage.
  • B. Hammersmith ironworks
    Hammersmith ironworks was the first integrated ironworks in North America, established in the 17th century in Saugus, Massachusetts, as a major early colonial industrial enterprise.
  • C. Clark Mills foundry
    Clark Mills foundry was the 19th-century American metalworking facility operated by sculptor Clark Mills, known for casting prominent bronze sculptures and monuments in Washington, D.C.
  • D. Coltness Iron Works
    Coltness Iron Works was a major 19th- and 20th-century Scottish iron and steel manufacturing company based near Newmains in North Lanarkshire.
  • E. Carron Company ironworks
    Carron Company ironworks was a major Scottish ironworks founded in the 18th century near Falkirk, renowned for producing cannons known as carronades and playing a key role in the Industrial Revolution.
  • 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: Beardmore’s Parkhead Forge
Triple: [Parkhead, Glasgow, hasHistoricalSite, Beardmore’s Parkhead Forge]
Generated description
Beardmore’s Parkhead Forge was a major 19th–20th century iron and steel works in Glasgow that became one of Scotland’s most important heavy engineering and shipbuilding-related industrial complexes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beardmore’s Parkhead Forge
Target entity description: Beardmore’s Parkhead Forge was a major 19th–20th century iron and steel works in Glasgow that became one of Scotland’s most important heavy engineering and shipbuilding-related industrial complexes.
  • A. Ynysfach Ironworks
    Ynysfach Ironworks is a historic former ironworks in Merthyr Tydfil, Wales, that played a significant role in the town’s 19th-century iron and industrial heritage.
  • B. Hammersmith ironworks
    Hammersmith ironworks was the first integrated ironworks in North America, established in the 17th century in Saugus, Massachusetts, as a major early colonial industrial enterprise.
  • C. Clark Mills foundry
    Clark Mills foundry was the 19th-century American metalworking facility operated by sculptor Clark Mills, known for casting prominent bronze sculptures and monuments in Washington, D.C.
  • D. Coltness Iron Works
    Coltness Iron Works was a major 19th- and 20th-century Scottish iron and steel manufacturing company based near Newmains in North Lanarkshire.
  • E. Carron Company ironworks
    Carron Company ironworks was a major Scottish ironworks founded in the 18th century near Falkirk, renowned for producing cannons known as carronades and playing a key role in the Industrial Revolution.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fcaa8b8819099267564b6542547 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc572a87788190a92f96f7b9c43f2a completed March 31, 2026, 11:22 p.m.
NEDg Description generation batch_69cc58ee56108190b93f0bf6bbb0321c completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cd36a108190a4aeff02358875f1 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:25 p.m.