Triple

T7124985
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Road Transport and Highways, Government of India E166036 entity
Predicate administers P123 FINISHED
Object National Highways Act, 1956
The National Highways Act, 1956 is an Indian law that provides the legal framework for declaring, developing, and managing national highways across the country.
E644062 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: National Highways Act, 1956 | Statement: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Act, 1956]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highways Act, 1956
Context triple: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Act, 1956]
  • A. Federal-Aid Highway Act of 1956
    The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
  • B. Federal-Aid Highway Act of 1952
    The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
  • C. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • D. Federal-Aid Highway Act of 1944
    The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
  • E. Federal Highway Act of 1921
    The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
  • 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: National Highways Act, 1956
Triple: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Act, 1956]
Generated description
The National Highways Act, 1956 is an Indian law that provides the legal framework for declaring, developing, and managing national highways across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highways Act, 1956
Target entity description: The National Highways Act, 1956 is an Indian law that provides the legal framework for declaring, developing, and managing national highways across the country.
  • A. Federal-Aid Highway Act of 1956
    The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
  • B. Federal-Aid Highway Act of 1952
    The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
  • C. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • D. Federal-Aid Highway Act of 1944
    The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
  • E. Federal Highway Act of 1921
    The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64c0f688190a9b7482d86c2f033 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a331ff988190886bde89035623c0 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a46d95b88190bbadf3e8d1788489 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a52e6a1c8190bf45e0aa7a920baf completed March 28, 2026, 9:53 a.m.
Created at: March 27, 2026, 2:44 p.m.