Triple
T12877131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CalSTA |
E307996
|
entity |
| Predicate | hasCabinetSecretaryTitle |
P7410
|
FINISHED |
| Object |
Secretary of Transportation
The Secretary of Transportation is the top official responsible for overseeing and coordinating a government’s transportation policies, systems, and infrastructure.
|
E1005917
|
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: Secretary of Transportation | Statement: [CalSTA, hasCabinetSecretaryTitle, Secretary of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secretary of Transportation Context triple: [CalSTA, hasCabinetSecretaryTitle, Secretary of Transportation]
-
A.
Secretary of Transportation
The Secretary of Transportation is the Philippine government’s chief official responsible for overseeing national transportation policy, infrastructure, and regulation across land, air, and sea sectors.
-
B.
United States Secretary of Transportation
The United States Secretary of Transportation is the head of the U.S. Department of Transportation, responsible for overseeing national transportation policy, infrastructure, and safety across air, land, and sea.
-
C.
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.
-
D.
Office of the Secretary of Transportation
The Office of the Secretary of Transportation is the top-level leadership and policy-making body of the U.S. Department of Transportation, overseeing its various administrations and offices.
-
E.
Under Secretary of Transportation for Administration
The Under Secretary of Transportation for Administration is a senior U.S. Department of Transportation official responsible for overseeing the department’s administrative, management, and support functions.
- 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: Secretary of Transportation Triple: [CalSTA, hasCabinetSecretaryTitle, Secretary of Transportation]
Generated description
The Secretary of Transportation is the top official responsible for overseeing and coordinating a government’s transportation policies, systems, and infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secretary of Transportation Target entity description: The Secretary of Transportation is the top official responsible for overseeing and coordinating a government’s transportation policies, systems, and infrastructure.
-
A.
Secretary of Transportation
The Secretary of Transportation is the Philippine government’s chief official responsible for overseeing national transportation policy, infrastructure, and regulation across land, air, and sea sectors.
-
B.
United States Secretary of Transportation
The United States Secretary of Transportation is the head of the U.S. Department of Transportation, responsible for overseeing national transportation policy, infrastructure, and safety across air, land, and sea.
-
C.
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.
-
D.
Office of the Secretary of Transportation
The Office of the Secretary of Transportation is the top-level leadership and policy-making body of the U.S. Department of Transportation, overseeing its various administrations and offices.
-
E.
Under Secretary of Transportation for Administration
The Under Secretary of Transportation for Administration is a senior U.S. Department of Transportation official responsible for overseeing the department’s administrative, management, and support functions.
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970fa8474819086a8af3c90f3ca84 |
completed | April 10, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bb83bac8190838f7537b806317c |
completed | May 3, 2026, 12:50 a.m. |
| NEDg | Description generation | batch_69f69cc60c488190a5a71e25c075e9ff |
completed | May 3, 2026, 12:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d870a588190aa1444209085ed7e |
completed | May 3, 2026, 12:57 a.m. |
Created at: April 9, 2026, 5:38 p.m.