Triple

T1437742
Position Surface form Disambiguated ID Type / Status
Subject AS E30594 entity
Predicate regulatesUnder P1313 FINISHED
Object Ministry of Road Transport and Highways, Government of India
The Ministry of Road Transport and Highways, Government of India is the central government ministry responsible for formulating and administering policies, regulations, and infrastructure development related to road transport and national highways across India.
E166036 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: Ministry of Road Transport and Highways, Government of India | Statement: [AS, regulatesUnder, Ministry of Road Transport and Highways, Government of India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Road Transport and Highways, Government of India
Context triple: [AS, regulatesUnder, Ministry of Road Transport and Highways, Government of India]
  • A. Border Roads Organisation
    The Border Roads Organisation is an Indian government agency responsible for constructing and maintaining strategic roads and infrastructure in border and high-altitude areas, primarily to support the armed forces and regional connectivity.
  • B. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • C. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • D. Ministry of Railways (India)
    The Ministry of Railways (India) is the central government ministry responsible for the policy, planning, development, and regulation of Indian Railways, one of the world’s largest rail networks.
  • E. Ministry of Housing and Urban Affairs, India
    The Ministry of Housing and Urban Affairs, India is the central government ministry responsible for national policies, programs, and regulation related to urban development, housing, and urban infrastructure across the country.
  • 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: Ministry of Road Transport and Highways, Government of India
Triple: [AS, regulatesUnder, Ministry of Road Transport and Highways, Government of India]
Generated description
The Ministry of Road Transport and Highways, Government of India is the central government ministry responsible for formulating and administering policies, regulations, and infrastructure development related to road transport and national highways across India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Road Transport and Highways, Government of India
Target entity description: The Ministry of Road Transport and Highways, Government of India is the central government ministry responsible for formulating and administering policies, regulations, and infrastructure development related to road transport and national highways across India.
  • A. Border Roads Organisation
    The Border Roads Organisation is an Indian government agency responsible for constructing and maintaining strategic roads and infrastructure in border and high-altitude areas, primarily to support the armed forces and regional connectivity.
  • B. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • C. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • D. Ministry of Railways (India)
    The Ministry of Railways (India) is the central government ministry responsible for the policy, planning, development, and regulation of Indian Railways, one of the world’s largest rail networks.
  • E. Ministry of Housing and Urban Affairs, India
    The Ministry of Housing and Urban Affairs, India is the central government ministry responsible for national policies, programs, and regulation related to urban development, housing, and urban infrastructure across the country.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c5059ef88190af20e796acdb2058 completed March 1, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08b81a2c8190a47b1f960cf17f9d completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09bb040c8190bf014a9ff2249169 completed March 8, 2026, 5:31 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a9956f8819081fd866c6f1ae5c7 completed March 8, 2026, 5:35 a.m.
Created at: March 1, 2026, 8 p.m.