Triple

T16398133
Position Surface form Disambiguated ID Type / Status
Subject Ingolstadt and surrounding region E398236 entity
Predicate hostsIndustrialSite P113066 FINISHED
Object Audi Ingolstadt plant
The Audi Ingolstadt plant is a major automotive manufacturing facility in Ingolstadt, Germany, serving as one of Audi’s primary production and development centers.
E1209626 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: Audi Ingolstadt plant | Statement: [Ingolstadt and surrounding region, hostsIndustrialSite, Audi Ingolstadt plant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Audi Ingolstadt plant
Context triple: [Ingolstadt and surrounding region, hostsIndustrialSite, Audi Ingolstadt plant]
  • A. Audi Brussels plant
    The Audi Brussels plant is a major automobile manufacturing facility of the German carmaker Audi, located in the municipality of Forest in the Brussels-Capital Region of Belgium.
  • B. BMW Group Plant Dingolfing
    BMW Group Plant Dingolfing is one of BMW’s largest and most important manufacturing facilities, producing a wide range of premium vehicles and components in Dingolfing, Germany.
  • C. Mercedes-Benz plant Bremen
    Mercedes-Benz plant Bremen is a major German automotive manufacturing facility known for producing various Mercedes-Benz models, including electric vehicles.
  • D. Porsche Weissach Development Center
    The Porsche Weissach Development Center is Porsche's primary research and development complex, where the company designs, tests, and refines its sports cars and racing vehicles.
  • E. Volkswagen Autostadt
    Volkswagen Autostadt is an automotive-themed visitor attraction and museum complex in Wolfsburg, Germany, showcasing Volkswagen Group brands, car production, and modern architecture.
  • 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: Audi Ingolstadt plant
Triple: [Ingolstadt and surrounding region, hostsIndustrialSite, Audi Ingolstadt plant]
Generated description
The Audi Ingolstadt plant is a major automotive manufacturing facility in Ingolstadt, Germany, serving as one of Audi’s primary production and development centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Audi Ingolstadt plant
Target entity description: The Audi Ingolstadt plant is a major automotive manufacturing facility in Ingolstadt, Germany, serving as one of Audi’s primary production and development centers.
  • A. Audi Brussels plant
    The Audi Brussels plant is a major automobile manufacturing facility of the German carmaker Audi, located in the municipality of Forest in the Brussels-Capital Region of Belgium.
  • B. BMW Group Plant Dingolfing
    BMW Group Plant Dingolfing is one of BMW’s largest and most important manufacturing facilities, producing a wide range of premium vehicles and components in Dingolfing, Germany.
  • C. Mercedes-Benz plant Bremen
    Mercedes-Benz plant Bremen is a major German automotive manufacturing facility known for producing various Mercedes-Benz models, including electric vehicles.
  • D. Porsche Weissach Development Center
    The Porsche Weissach Development Center is Porsche's primary research and development complex, where the company designs, tests, and refines its sports cars and racing vehicles.
  • E. Volkswagen Autostadt
    Volkswagen Autostadt is an automotive-themed visitor attraction and museum complex in Wolfsburg, Germany, showcasing Volkswagen Group brands, car production, and modern architecture.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hostsIndustrialSite
Context triple: [Ingolstadt and surrounding region, hostsIndustrialSite, Audi Ingolstadt plant]
  • A. hasIndustrialSiteIn chosen
    Indicates that an entity possesses, operates, or is responsible for an industrial facility located within a specified place or area.
  • B. hasIndustrialPlant
    Indicates that an entity possesses, operates, or is associated with an industrial plant facility.
  • C. mainManufacturingSite
    Indicates the primary location where an entity’s products are manufactured or produced.
  • D. hasIndustrialPark
    Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
  • E. hasIndustrialParkName
    Indicates that an entity (such as an industrial park or related facility) bears or is identified by a specific industrial park name.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327cc5c9c8190ba1a70f9e430cefb completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00357838a88190be88c51f454be6eb completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a0035ea77dc8190bda37dac2710d0e3 completed May 10, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_6a0036e53f2c81908f04a5e51870040c completed May 10, 2026, 7:42 a.m.
PD Predicate disambiguation batch_69e226fe1dd08190865c181721f8c348 completed April 17, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:09 a.m.