Triple

T7124987

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Road Transport and Highways, Government of India	`E166036`	entity
Predicate	administers	`P123`	FINISHED
Object	Carriage by Road Act, 2007 The Carriage by Road Act, 2007 is an Indian law that regulates the business and liability of common carriers transporting goods by road across the country.	`E644063`	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: Carriage by Road Act, 2007 | Statement: [Ministry of Road Transport and Highways, Government of India, administers, Carriage by Road Act, 2007]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Carriage by Road Act, 2007
Context triple: [Ministry of Road Transport and Highways, Government of India, administers, Carriage by Road Act, 2007]

A. Transport Act 1947
The Transport Act 1947 was a major piece of post-war British legislation that nationalised the country’s railways, long-distance road haulage, and other key transport services, creating the British Transport Commission.
B. Transport Act 1953
The Transport Act 1953 was UK legislation that restructured the nationalised transport system by promoting denationalisation and greater private sector involvement, particularly in road haulage.
C. Transport Act 2000
The Transport Act 2000 is a UK law that overhauled the regulation and planning of transport, particularly rail services, by establishing new frameworks for strategic oversight and public–private coordination.
D. Rail Passenger Service Act of 1970
The Rail Passenger Service Act of 1970 is the U.S. federal law that created Amtrak (the National Railroad Passenger Corporation) to preserve and manage intercity passenger rail service.
E. Road Traffic Act 1934 (United Kingdom)
The Road Traffic Act 1934 (United Kingdom) was a major piece of legislation that reintroduced a national speed limit and strengthened road safety measures in response to rising motor traffic and accidents.
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: Carriage by Road Act, 2007
Triple: [Ministry of Road Transport and Highways, Government of India, administers, Carriage by Road Act, 2007]

Generated description

The Carriage by Road Act, 2007 is an Indian law that regulates the business and liability of common carriers transporting goods by road across the country.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Carriage by Road Act, 2007
Target entity description: The Carriage by Road Act, 2007 is an Indian law that regulates the business and liability of common carriers transporting goods by road across the country.

A. Transport Act 1947
The Transport Act 1947 was a major piece of post-war British legislation that nationalised the country’s railways, long-distance road haulage, and other key transport services, creating the British Transport Commission.
B. Transport Act 1953
The Transport Act 1953 was UK legislation that restructured the nationalised transport system by promoting denationalisation and greater private sector involvement, particularly in road haulage.
C. Transport Act 2000
The Transport Act 2000 is a UK law that overhauled the regulation and planning of transport, particularly rail services, by establishing new frameworks for strategic oversight and public–private coordination.
D. Rail Passenger Service Act of 1970
The Rail Passenger Service Act of 1970 is the U.S. federal law that created Amtrak (the National Railroad Passenger Corporation) to preserve and manage intercity passenger rail service.
E. Road Traffic Act 1934 (United Kingdom)
The Road Traffic Act 1934 (United Kingdom) was a major piece of legislation that reintroduced a national speed limit and strengthened road safety measures in response to rising motor traffic and accidents.
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.