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.