Triple

T403210
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Transportation Statistics E9328 entity
Predicate publishes P80 FINISHED
Object Freight Facts and Figures
Freight Facts and Figures is a statistical publication that provides comprehensive data and analysis on freight transportation activity and trends in the United States.
E9328 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: Freight Facts and Figures | Statement: [Bureau of Transportation Statistics, publishes, Freight Facts and Figures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freight Facts and Figures
Context triple: [Bureau of Transportation Statistics, publishes, Freight Facts and Figures]
  • A. Class I freight railroads in the United States
    Class I freight railroads in the United States are the largest and highest-revenue freight rail carriers in the country, operating extensive long-haul networks that move the majority of U.S. rail cargo.
  • B. BG Freight Line
    BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
  • C. Bureau of Transportation Statistics
    The Bureau of Transportation Statistics is a U.S. federal agency that compiles, analyzes, and publishes data on the nation’s transportation systems to inform policy and decision-making.
  • D. Federal Motor Carrier Safety Administration
    The Federal Motor Carrier Safety Administration is a U.S. government agency responsible for regulating and improving the safety of commercial motor vehicles, including trucks and buses, on the nation’s highways.
  • E. Surface Transportation Board
    The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
  • 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: Freight Facts and Figures
Triple: [Bureau of Transportation Statistics, publishes, Freight Facts and Figures]
Generated description
Freight Facts and Figures is a statistical publication that provides comprehensive data and analysis on freight transportation activity and trends in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freight Facts and Figures
Target entity description: Freight Facts and Figures is a statistical publication that provides comprehensive data and analysis on freight transportation activity and trends in the United States.
  • A. Class I freight railroads in the United States
    Class I freight railroads in the United States are the largest and highest-revenue freight rail carriers in the country, operating extensive long-haul networks that move the majority of U.S. rail cargo.
  • B. BG Freight Line
    BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
  • C. Bureau of Transportation Statistics chosen
    The Bureau of Transportation Statistics is a U.S. federal agency that compiles, analyzes, and publishes data on the nation’s transportation systems to inform policy and decision-making.
  • D. Federal Motor Carrier Safety Administration
    The Federal Motor Carrier Safety Administration is a U.S. government agency responsible for regulating and improving the safety of commercial motor vehicles, including trucks and buses, on the nation’s highways.
  • E. Surface Transportation Board
    The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
  • F. None of above.

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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eca0e2048190a7bf360257965e56 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41042136c819096dde34d5608feec completed March 1, 2026, 10:09 a.m.
NEDg Description generation batch_69a410a87f4c8190916688197abc1f16 completed March 1, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69a410ff91e08190959720b0315a7989 completed March 1, 2026, 10:12 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.