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.