Triple
T10545736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Secretary of Transportation |
E248811
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Office of Small and Disadvantaged Business Utilization of the Department of Transportation
The Office of Small and Disadvantaged Business Utilization of the Department of Transportation is a federal office that promotes and ensures opportunities for small and disadvantaged businesses to participate in U.S. Department of Transportation contracts and programs.
|
E869991
|
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: Office of Small and Disadvantaged Business Utilization of the Department of Transportation | Statement: [Office of the Secretary of Transportation, hasPart, Office of Small and Disadvantaged Business Utilization of the Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of Small and Disadvantaged Business Utilization of the Department of Transportation Context triple: [Office of the Secretary of Transportation, hasPart, Office of Small and Disadvantaged Business Utilization of the Department of Transportation]
-
A.
Subtitle I—Department of Transportation
Subtitle I—Department of Transportation is the portion of Title 49 of the United States Code that establishes the structure, powers, and responsibilities of the U.S. Department of Transportation and its leadership.
-
B.
Office of Transportation Analysis
The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
-
C.
Bureau of Multimodal Transportation
The Bureau of Multimodal Transportation is a division of Alabama’s state transportation agency responsible for planning, coordinating, and supporting non-highway transportation modes such as transit, rail, aviation, and waterways.
-
D.
Surface Transportation Board
The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
-
E.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
- 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: Office of Small and Disadvantaged Business Utilization of the Department of Transportation Triple: [Office of the Secretary of Transportation, hasPart, Office of Small and Disadvantaged Business Utilization of the Department of Transportation]
Generated description
The Office of Small and Disadvantaged Business Utilization of the Department of Transportation is a federal office that promotes and ensures opportunities for small and disadvantaged businesses to participate in U.S. Department of Transportation contracts and programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of Small and Disadvantaged Business Utilization of the Department of Transportation Target entity description: The Office of Small and Disadvantaged Business Utilization of the Department of Transportation is a federal office that promotes and ensures opportunities for small and disadvantaged businesses to participate in U.S. Department of Transportation contracts and programs.
-
A.
Subtitle I—Department of Transportation
Subtitle I—Department of Transportation is the portion of Title 49 of the United States Code that establishes the structure, powers, and responsibilities of the U.S. Department of Transportation and its leadership.
-
B.
Office of Transportation Analysis
The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
-
C.
Bureau of Multimodal Transportation
The Bureau of Multimodal Transportation is a division of Alabama’s state transportation agency responsible for planning, coordinating, and supporting non-highway transportation modes such as transit, rail, aviation, and waterways.
-
D.
Surface Transportation Board
The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
-
E.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5191345ac81909bc404ba9574ce4c |
completed | April 7, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9344a53fc81909765061d07d0cd20 |
completed | April 10, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69d938c8b25c8190bb048053d8668e5c |
completed | April 10, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d939b1844881908c8fbcb9488863f6 |
completed | April 10, 2026, 5:56 p.m. |
Created at: April 6, 2026, 12:33 p.m.