Triple

T596993
Position Surface form Disambiguated ID Type / Status
Subject Pipeline and Hazardous Materials Safety Administration E11406 entity
Predicate formedFrom P402 FINISHED
Object Research and Special Programs Administration
The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
E74371 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: Research and Special Programs Administration | Statement: [Pipeline and Hazardous Materials Safety Administration, formedFrom, Research and Special Programs Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Research and Special Programs Administration
Context triple: [Pipeline and Hazardous Materials Safety Administration, formedFrom, Research and Special Programs Administration]
  • A. Office of Management and Administration
    The Office of Management and Administration is a component of the U.S. presidential staff structure that oversees internal operations, including administrative services, personnel, and organizational management within the Executive Office.
  • B. Office of Policy Development and Research
    The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
  • C. Behavioral and Social Research Program
    The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
  • D. Office of the Assistant Secretary for Administration and Management
    The Office of the Assistant Secretary for Administration and Management is the U.S. Department of Labor’s central administrative and management office, overseeing functions such as budget, human resources, procurement, information technology, and departmental operations.
  • E. Division of Policy, Evaluation and Training
    The Division of Policy, Evaluation and Training is a specialized unit within the UN Department of Safety and Security responsible for developing security policies, assessing their effectiveness, and providing training to enhance safety and security practices across the United Nations system.
  • 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: Research and Special Programs Administration
Triple: [Pipeline and Hazardous Materials Safety Administration, formedFrom, Research and Special Programs Administration]
Generated description
The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Research and Special Programs Administration
Target entity description: The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
  • A. Office of Management and Administration
    The Office of Management and Administration is a component of the U.S. presidential staff structure that oversees internal operations, including administrative services, personnel, and organizational management within the Executive Office.
  • B. Office of Policy Development and Research
    The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
  • C. Behavioral and Social Research Program
    The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
  • D. Office of the Assistant Secretary for Administration and Management
    The Office of the Assistant Secretary for Administration and Management is the U.S. Department of Labor’s central administrative and management office, overseeing functions such as budget, human resources, procurement, information technology, and departmental operations.
  • E. Division of Policy, Evaluation and Training
    The Division of Policy, Evaluation and Training is a specialized unit within the UN Department of Safety and Security responsible for developing security policies, assessing their effectiveness, and providing training to enhance safety and security practices across the United Nations system.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2b98d08190a1c1e8659efdfd75 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a518c766508190ae39b6e254a07bc3 completed March 2, 2026, 4:57 a.m.
NEDg Description generation batch_69a5194215848190874442451c32a10b completed March 2, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69a519d2e46881909d00ff279bd4a13e completed March 2, 2026, 5:02 a.m.
Created at: March 1, 2026, 7:35 p.m.