Triple

T7307940
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Ports, Shipping and Waterways E168022 entity
Predicate implementsProgram P24641 FINISHED
Object Jal Marg Vikas Project
Jal Marg Vikas Project is an Indian government initiative to develop and modernize inland waterways infrastructure, particularly National Waterway-1 on the Ganga, to enable efficient, large-scale cargo and passenger transport.
E655897 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: Jal Marg Vikas Project | Statement: [Ministry of Ports, Shipping and Waterways, implementsProgram, Jal Marg Vikas Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jal Marg Vikas Project
Context triple: [Ministry of Ports, Shipping and Waterways, implementsProgram, Jal Marg Vikas Project]
  • A. Bharatmala Pariyojana
    Bharatmala Pariyojana is a flagship Indian highway development program aimed at optimizing freight and passenger movement by building and upgrading an extensive network of economic corridors, border and coastal roads, and expressways across the country.
  • B. Setu Bharatam
    Setu Bharatam is an Indian government initiative aimed at making national highways safer and more efficient by replacing level crossings with rail over-bridges and improving bridge infrastructure across the country.
  • C. Ken–Betwa River Linking Project
    The Ken–Betwa River Linking Project is a major Indian interlinking-of-rivers scheme aimed at transferring surplus water from the Ken River to the Betwa River to enhance irrigation, drinking water supply, and drought mitigation in the Bundelkhand region.
  • D. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • E. National Highways Development Project
    The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
  • 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: Jal Marg Vikas Project
Triple: [Ministry of Ports, Shipping and Waterways, implementsProgram, Jal Marg Vikas Project]
Generated description
Jal Marg Vikas Project is an Indian government initiative to develop and modernize inland waterways infrastructure, particularly National Waterway-1 on the Ganga, to enable efficient, large-scale cargo and passenger transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jal Marg Vikas Project
Target entity description: Jal Marg Vikas Project is an Indian government initiative to develop and modernize inland waterways infrastructure, particularly National Waterway-1 on the Ganga, to enable efficient, large-scale cargo and passenger transport.
  • A. Bharatmala Pariyojana
    Bharatmala Pariyojana is a flagship Indian highway development program aimed at optimizing freight and passenger movement by building and upgrading an extensive network of economic corridors, border and coastal roads, and expressways across the country.
  • B. Setu Bharatam
    Setu Bharatam is an Indian government initiative aimed at making national highways safer and more efficient by replacing level crossings with rail over-bridges and improving bridge infrastructure across the country.
  • C. Ken–Betwa River Linking Project
    The Ken–Betwa River Linking Project is a major Indian interlinking-of-rivers scheme aimed at transferring surplus water from the Ken River to the Betwa River to enhance irrigation, drinking water supply, and drought mitigation in the Bundelkhand region.
  • D. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • E. National Highways Development Project
    The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
  • 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd95bd48190865716e7565f45e6 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e56443b08190aee2c26633cdcbed completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e97659a08190a548beda4d7d6d9f completed March 28, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69c7ea1847008190aae44d6eb9f572d4 completed March 28, 2026, 2:47 p.m.
Created at: March 27, 2026, 3:01 p.m.