Triple

T6336286
Position Surface form Disambiguated ID Type / Status
Subject Under Secretaries of Transportation E142498 entity
Predicate officeHeldBy P537 FINISHED
Object Under Secretary of Transportation for Intelligence and Analysis
The Under Secretary of Transportation for Intelligence and Analysis is a senior U.S. Department of Transportation official responsible for overseeing transportation-related intelligence, security analysis, and threat assessment to protect the nation’s transportation systems.
E587784 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 Intelligence and Analysis | Statement: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Intelligence and Analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Transportation for Intelligence and Analysis
Context triple: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Intelligence and Analysis]
  • A. 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.
  • B. 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.
  • C. Under Secretary of Defense for Intelligence and Security
    The Under Secretary of Defense for Intelligence and Security is the senior civilian official in the U.S. Department of Defense responsible for overseeing and integrating defense intelligence, counterintelligence, and security activities across the military and defense agencies.
  • 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. 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.
  • 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 Intelligence and Analysis
Triple: [Under Secretaries of Transportation, officeHeldBy, Under Secretary of Transportation for Intelligence and Analysis]
Generated description
The Under Secretary of Transportation for Intelligence and Analysis is a senior U.S. Department of Transportation official responsible for overseeing transportation-related intelligence, security analysis, and threat assessment to protect the nation’s transportation systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Transportation for Intelligence and Analysis
Target entity description: The Under Secretary of Transportation for Intelligence and Analysis is a senior U.S. Department of Transportation official responsible for overseeing transportation-related intelligence, security analysis, and threat assessment to protect the nation’s transportation systems.
  • A. 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.
  • B. 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.
  • C. Under Secretary of Defense for Intelligence and Security
    The Under Secretary of Defense for Intelligence and Security is the senior civilian official in the U.S. Department of Defense responsible for overseeing and integrating defense intelligence, counterintelligence, and security activities across the military and defense agencies.
  • 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. 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.
  • 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_69c62d412bc88190aa8ee0a40ec8bc30 completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c62f020d808190a59cbab15a9ca5dc completed March 27, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69c62fbbf58881908e872a6a67676fac completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:30 p.m.