Triple

T2276902
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Transportation Statistics E50791 entity
Predicate hasPart P35 FINISHED
Object Office of Data Development and Standards
The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
E250971 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: Office of Data Development and Standards | Statement: [Bureau of Transportation Statistics, hasPart, Office of Data Development and Standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Data Development and Standards
Context triple: [Bureau of Transportation Statistics, hasPart, Office of Data Development and Standards]
  • A. Office of Data Science
    The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
  • B. Office of the Chief Data Officer
    The Office of the Chief Data Officer is a component of the U.S. intelligence community responsible for overseeing data governance, strategy, and management to support national intelligence objectives.
  • C. Office of the Chief Data Officer of GSA
    The Office of the Chief Data Officer of GSA is the unit within the U.S. General Services Administration responsible for governing, managing, and leveraging the agency’s data to support transparency, efficiency, and data-driven decision-making.
  • D. Standardization Office
    The Standardization Office is a division within NATO’s International Military Staff responsible for developing and coordinating common standards to ensure interoperability among Allied armed forces.
  • E. Directorate of Standards and Guidance
    The Directorate of Standards and Guidance is a division of the U.S. Occupational Safety and Health Administration responsible for developing, interpreting, and issuing workplace safety and health standards and related guidance.
  • 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: Office of Data Development and Standards
Triple: [Bureau of Transportation Statistics, hasPart, Office of Data Development and Standards]
Generated description
The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Data Development and Standards
Target entity description: The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
  • A. Office of Data Science
    The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
  • B. Office of the Chief Data Officer
    The Office of the Chief Data Officer is a component of the U.S. intelligence community responsible for overseeing data governance, strategy, and management to support national intelligence objectives.
  • C. Office of the Chief Data Officer of GSA
    The Office of the Chief Data Officer of GSA is the unit within the U.S. General Services Administration responsible for governing, managing, and leveraging the agency’s data to support transparency, efficiency, and data-driven decision-making.
  • D. Standardization Office
    The Standardization Office is a division within NATO’s International Military Staff responsible for developing and coordinating common standards to ensure interoperability among Allied armed forces.
  • E. Directorate of Standards and Guidance
    The Directorate of Standards and Guidance is a division of the U.S. Occupational Safety and Health Administration responsible for developing, interpreting, and issuing workplace safety and health standards and related guidance.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.