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.