Triple
T2251114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 49 of the United States Code |
E49617
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Subtitle III—General and Intermodal Programs
Subtitle III—General and Intermodal Programs is a section of Title 49 of the United States Code that sets out federal laws governing general transportation policy and programs that integrate multiple modes of transportation.
|
E246640
|
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: Subtitle III—General and Intermodal Programs | Statement: [Title 49 of the United States Code, hasPart, Subtitle III—General and Intermodal Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subtitle III—General and Intermodal Programs Context triple: [Title 49 of the United States Code, hasPart, Subtitle III—General and Intermodal Programs]
-
A.
Subtitle III – Administrative Provisions
Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
-
B.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
-
C.
Subtitle III – Financial Management
Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
-
D.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
E.
Subtitle IV – Aeronautics and Space Research and Education
Subtitle IV – Aeronautics and Space Research and Education is a section of U.S. federal space law that organizes statutes governing national aeronautics and space research, technology development, and related educational activities.
- 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: Subtitle III—General and Intermodal Programs Triple: [Title 49 of the United States Code, hasPart, Subtitle III—General and Intermodal Programs]
Generated description
Subtitle III—General and Intermodal Programs is a section of Title 49 of the United States Code that sets out federal laws governing general transportation policy and programs that integrate multiple modes of transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subtitle III—General and Intermodal Programs Target entity description: Subtitle III—General and Intermodal Programs is a section of Title 49 of the United States Code that sets out federal laws governing general transportation policy and programs that integrate multiple modes of transportation.
-
A.
Subtitle III – Administrative Provisions
Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
-
B.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
-
C.
Subtitle III – Financial Management
Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
-
D.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
E.
Subtitle IV – Aeronautics and Space Research and Education
Subtitle IV – Aeronautics and Space Research and Education is a section of U.S. federal space law that organizes statutes governing national aeronautics and space research, technology development, and related educational activities.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc11d04688190abc04fac3a1804a9 |
completed | March 7, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1bc424819087b2ce9a6256a180 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6be0d108819085cf8c531d08db65 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c0fc220819090b254cc20b1bc26 |
completed | March 9, 2026, 6:43 a.m. |
Created at: March 4, 2026, 7:47 p.m.