Triple

T7307939
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Ports, Shipping and Waterways E168022 entity
Predicate implementsProgram P24641 FINISHED
Object Sagarmala Programme
The Sagarmala Programme is an Indian government initiative aimed at modernizing the country’s ports, enhancing coastal infrastructure, and promoting port-led economic development and logistics efficiency.
E655896 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: Sagarmala Programme | Statement: [Ministry of Ports, Shipping and Waterways, implementsProgram, Sagarmala Programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sagarmala Programme
Context triple: [Ministry of Ports, Shipping and Waterways, implementsProgram, Sagarmala Programme]
  • 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. Namami Gange Programme
    Namami Gange Programme is a flagship Indian government initiative aimed at cleaning, conserving, and rejuvenating the Ganga River and its ecosystem through pollution abatement, riverfront development, and sustainable management measures.
  • C. Atal Mission for Rejuvenation and Urban Transformation
    Atal Mission for Rejuvenation and Urban Transformation (AMRUT) is an Indian government urban renewal program focused on improving basic infrastructure and services such as water supply, sewerage, and green spaces in cities to enhance livability and sustainable urban development.
  • 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. 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.
  • 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: Sagarmala Programme
Triple: [Ministry of Ports, Shipping and Waterways, implementsProgram, Sagarmala Programme]
Generated description
The Sagarmala Programme is an Indian government initiative aimed at modernizing the country’s ports, enhancing coastal infrastructure, and promoting port-led economic development and logistics efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sagarmala Programme
Target entity description: The Sagarmala Programme is an Indian government initiative aimed at modernizing the country’s ports, enhancing coastal infrastructure, and promoting port-led economic development and logistics efficiency.
  • 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. Namami Gange Programme
    Namami Gange Programme is a flagship Indian government initiative aimed at cleaning, conserving, and rejuvenating the Ganga River and its ecosystem through pollution abatement, riverfront development, and sustainable management measures.
  • C. Atal Mission for Rejuvenation and Urban Transformation
    Atal Mission for Rejuvenation and Urban Transformation (AMRUT) is an Indian government urban renewal program focused on improving basic infrastructure and services such as water supply, sewerage, and green spaces in cities to enhance livability and sustainable urban development.
  • 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. 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.
  • 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.