Triple

T6336284
Position Surface form Disambiguated ID Type / Status
Subject Under Secretaries of Transportation E142498 entity
Predicate officeHeldBy P537 FINISHED
Object Under Secretary of Transportation for Security
The Under Secretary of Transportation for Security is the senior U.S. Department of Transportation official responsible for overseeing national transportation security policy and operations, particularly in coordination with agencies like the Transportation Security Administration.
E586046 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: Under Secretary of Transportation for Security | Statement: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Transportation for Security
Context triple: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Security]
  • A. Deputy Secretary of Transportation
    The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
  • B. Deputy Secretary of Homeland Security
    The Deputy Secretary of Homeland Security is the second-highest official in the U.S. Department of Homeland Security, responsible for overseeing its day-to-day operations and assisting the Secretary in managing national security, immigration, and disaster response efforts.
  • C. Deputy Director for National Security
    The Deputy Director for National Security is a senior leadership role within the White House Office of Science and Technology Policy responsible for coordinating national security-related science, technology, and innovation policy.
  • D. Chief Intelligence Officer of the Department of Homeland Security
    The Chief Intelligence Officer of the Department of Homeland Security is the senior official responsible for overseeing and integrating intelligence activities across DHS to support national security and homeland protection efforts.
  • E. DEA Deputy Administrator
    The DEA Deputy Administrator is the second-highest-ranking official in the U.S. Drug Enforcement Administration, overseeing key operational and regulatory functions of the agency.
  • 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: Under Secretary of Transportation for Security
Triple: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Security]
Generated description
The Under Secretary of Transportation for Security is the senior U.S. Department of Transportation official responsible for overseeing national transportation security policy and operations, particularly in coordination with agencies like the Transportation Security Administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Transportation for Security
Target entity description: The Under Secretary of Transportation for Security is the senior U.S. Department of Transportation official responsible for overseeing national transportation security policy and operations, particularly in coordination with agencies like the Transportation Security Administration.
  • A. Deputy Secretary of Transportation
    The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
  • B. Deputy Secretary of Homeland Security
    The Deputy Secretary of Homeland Security is the second-highest official in the U.S. Department of Homeland Security, responsible for overseeing its day-to-day operations and assisting the Secretary in managing national security, immigration, and disaster response efforts.
  • C. Deputy Director for National Security
    The Deputy Director for National Security is a senior leadership role within the White House Office of Science and Technology Policy responsible for coordinating national security-related science, technology, and innovation policy.
  • D. Chief Intelligence Officer of the Department of Homeland Security
    The Chief Intelligence Officer of the Department of Homeland Security is the senior official responsible for overseeing and integrating intelligence activities across DHS to support national security and homeland protection efforts.
  • E. DEA Deputy Administrator
    The DEA Deputy Administrator is the second-highest-ranking official in the U.S. Drug Enforcement Administration, overseeing key operational and regulatory functions of the agency.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0654c63508190b51f7b622388e5ad completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6042ab22c8190a7486049f45a546b completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c6056435b481908a63a880b7bcd489 completed March 27, 2026, 4:19 a.m.
NED2 Entity disambiguation (via description) batch_69c605f2369c819080fd52282b20437e completed March 27, 2026, 4:22 a.m.
Created at: March 22, 2026, 4:30 p.m.