Triple

T16512817
Position Surface form Disambiguated ID Type / Status
Subject Verband der Automobilindustrie E401103 entity
Predicate organizes P123 FINISHED
Object IAA Transportation
IAA Transportation is a major international trade fair focused on commercial vehicles, transportation, logistics, and mobility solutions.
 E1218381 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: IAA Transportation | Statement: [Verband der Automobilindustrie, organizes, IAA Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IAA Transportation
Context triple: [Verband der Automobilindustrie, organizes, IAA Transportation]
  • A. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • B. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • C. School of Transportation
    The School of Transportation is a specialized academic division of the Southern Alberta Institute of Technology focused on training students for careers in the transportation and automotive industries.
  • D. Office of Transportation Analysis
    The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • 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: IAA Transportation
Triple: [Verband der Automobilindustrie, organizes, IAA Transportation]
Generated description
IAA Transportation is a major international trade fair focused on commercial vehicles, transportation, logistics, and mobility solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IAA Transportation
Target entity description: IAA Transportation is a major international trade fair focused on commercial vehicles, transportation, logistics, and mobility solutions.
  • A. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • B. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • C. School of Transportation
    The School of Transportation is a specialized academic division of the Southern Alberta Institute of Technology focused on training students for careers in the transportation and automotive industries.
  • D. Office of Transportation Analysis
    The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e78d4848190a55de9902115b1b2 completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0060827d988190b2c0c075a49dfde8 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a006133a9148190af5bc0cec8ad6695 completed May 10, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0061c85d5481909628c2fddbcf0d54 completed May 10, 2026, 10:45 a.m.
Created at: April 10, 2026, 5:14 a.m.