Triple

T8532086
Position Surface form Disambiguated ID Type / Status
Subject Neunkirchen E201976 entity
Predicate hasLandmark P105 FINISHED
Object Stumm ironworks industrial monuments
The Stumm ironworks industrial monuments are preserved remnants of a historic iron and steel complex in Neunkirchen, Germany, showcasing the region’s 19th- and 20th-century industrial heritage.
 E740196 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: Stumm ironworks industrial monuments | Statement: [Neunkirchen, hasLandmark, Stumm ironworks industrial monuments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stumm ironworks industrial monuments
Context triple: [Neunkirchen, hasLandmark, Stumm ironworks industrial monuments]
  • A. Scranton Iron Furnaces
    Scranton Iron Furnaces is a historic 19th-century iron-making complex in Scranton, Pennsylvania, that preserves massive stone blast furnace stacks as a reminder of the city’s industrial and anthracite iron heritage.
  • B. Dolní Vítkovice industrial complex
    The Dolní Vítkovice industrial complex is a former ironworks and coal-mining site in Ostrava transformed into a major cultural, educational, and industrial-heritage center.
  • C. Annaberg-Buchholz mining landscape
    The Annaberg-Buchholz mining landscape is a historic Saxon mining area renowned for its rich silver-mining heritage and well-preserved cultural and industrial remains within the Ore Mountains region.
  • D. 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.
  • E. Nowa Huta Steelworks
    Nowa Huta Steelworks is a major Polish steel plant in Kraków, historically one of the largest industrial complexes in Central Europe and a flagship project of the communist era.
  • 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: Stumm ironworks industrial monuments
Triple: [Neunkirchen, hasLandmark, Stumm ironworks industrial monuments]
Generated description
The Stumm ironworks industrial monuments are preserved remnants of a historic iron and steel complex in Neunkirchen, Germany, showcasing the region’s 19th- and 20th-century industrial heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stumm ironworks industrial monuments
Target entity description: The Stumm ironworks industrial monuments are preserved remnants of a historic iron and steel complex in Neunkirchen, Germany, showcasing the region’s 19th- and 20th-century industrial heritage.
  • A. Scranton Iron Furnaces
    Scranton Iron Furnaces is a historic 19th-century iron-making complex in Scranton, Pennsylvania, that preserves massive stone blast furnace stacks as a reminder of the city’s industrial and anthracite iron heritage.
  • B. Dolní Vítkovice industrial complex
    The Dolní Vítkovice industrial complex is a former ironworks and coal-mining site in Ostrava transformed into a major cultural, educational, and industrial-heritage center.
  • C. Annaberg-Buchholz mining landscape
    The Annaberg-Buchholz mining landscape is a historic Saxon mining area renowned for its rich silver-mining heritage and well-preserved cultural and industrial remains within the Ore Mountains region.
  • D. 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.
  • E. Nowa Huta Steelworks
    Nowa Huta Steelworks is a major Polish steel plant in Kraków, historically one of the largest industrial complexes in Central Europe and a flagship project of the communist era.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe676e2ac8190b65a3d2a935776fd completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.