Triple

T8557310
Position Surface form Disambiguated ID Type / Status
Subject Starachowice E202603 entity
Predicate majorIndustrialPlant P25392 FINISHED
Object Starachowice Truck Factory
Starachowice Truck Factory is a prominent Polish manufacturing plant historically known for producing trucks and other heavy vehicles in the city of Starachowice.
E743287 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: Starachowice Truck Factory | Statement: [Starachowice, majorIndustrialPlant, Starachowice Truck Factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starachowice Truck Factory
Context triple: [Starachowice, majorIndustrialPlant, Starachowice Truck Factory]
  • A. Fablok (First Factory of Locomotives in Poland)
    Fablok (First Factory of Locomotives in Poland) was Poland’s pioneering locomotive manufacturer, known for producing steam, diesel, and electric railway engines that played a key role in the country’s rail transport development.
  • B. Škoda Works industrial complex
    The Škoda Works industrial complex is a historic heavy engineering and manufacturing site in Plzeň, Czech Republic, once one of Europe’s largest industrial enterprises.
  • C. Łucznik Arms Factory
    Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
  • D. 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.
  • E. Łódź Fabryczna
    Łódź Fabryczna is a major modern railway terminus in Łódź, Poland, serving as one of the city’s primary long-distance and regional train hubs.
  • 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: Starachowice Truck Factory
Triple: [Starachowice, majorIndustrialPlant, Starachowice Truck Factory]
Generated description
Starachowice Truck Factory is a prominent Polish manufacturing plant historically known for producing trucks and other heavy vehicles in the city of Starachowice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starachowice Truck Factory
Target entity description: Starachowice Truck Factory is a prominent Polish manufacturing plant historically known for producing trucks and other heavy vehicles in the city of Starachowice.
  • A. Fablok (First Factory of Locomotives in Poland)
    Fablok (First Factory of Locomotives in Poland) was Poland’s pioneering locomotive manufacturer, known for producing steam, diesel, and electric railway engines that played a key role in the country’s rail transport development.
  • B. Škoda Works industrial complex
    The Škoda Works industrial complex is a historic heavy engineering and manufacturing site in Plzeň, Czech Republic, once one of Europe’s largest industrial enterprises.
  • C. Łucznik Arms Factory
    Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
  • D. 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.
  • E. Łódź Fabryczna
    Łódź Fabryczna is a major modern railway terminus in Łódź, Poland, serving as one of the city’s primary long-distance and regional train hubs.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorIndustrialPlant
Context triple: [Starachowice, majorIndustrialPlant, Starachowice Truck Factory]
  • A. hasIndustrialPlant chosen
    Indicates that an entity possesses, operates, or is associated with an industrial plant facility.
  • B. mainManufacturingSite
    Indicates the primary location where an entity’s products are manufactured or produced.
  • C. estimatedIndustrialScale
    Indicates that an entity has been assessed or projected to operate at an industrial (large-scale) level of production or activity.
  • D. industrialCategory
    Indicates the industry or sector classification to which an entity (such as a business or organization) belongs.
  • E. powerplant
    Indicates that an entity functions as a facility or installation where energy sources are converted into usable power, typically electricity.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe946d1408190adc7dfb7b2173f9d completed March 31, 2026, 3:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce893b24c0819094fead15749fe1ee completed April 2, 2026, 3:20 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
PD Predicate disambiguation batch_69cbd1160fcc8190aa380a73610af731 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:20 p.m.