Triple

T8966615
Position Surface form Disambiguated ID Type / Status
Subject Bagmati River E214150 entity
Predicate conservationEffort P10937 FINISHED
Object Bagmati Action Plan
Bagmati Action Plan is an environmental initiative designed to restore, protect, and sustainably manage Nepal’s Bagmati River and its surrounding ecosystem.
E769867 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: Bagmati Action Plan | Statement: [Bagmati River, conservationEffort, Bagmati Action Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bagmati Action Plan
Context triple: [Bagmati River, conservationEffort, Bagmati Action Plan]
  • A. Project Dantak (Bhutan)
    Project Dantak (Bhutan) is an Indian Border Roads Organisation initiative responsible for constructing and maintaining key road infrastructure in Bhutan, significantly contributing to the country’s connectivity and development.
  • B. 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.
  • C. Brannan Plan
    The Brannan Plan was a post–World War II U.S. agricultural policy proposal that sought to support farmers’ incomes through direct government payments instead of traditional price supports.
  • D. Project Shivalik
    Project Shivalik is a field formation of India’s Border Roads Organisation responsible for constructing and maintaining strategic road infrastructure in the Shivalik and adjoining Himalayan regions.
  • E. Madrasati initiative
    The Madrasati initiative is an education-focused program in Jordan that works to improve public school learning environments and opportunities for children.
  • 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: Bagmati Action Plan
Triple: [Bagmati River, conservationEffort, Bagmati Action Plan]
Generated description
Bagmati Action Plan is an environmental initiative designed to restore, protect, and sustainably manage Nepal’s Bagmati River and its surrounding ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bagmati Action Plan
Target entity description: Bagmati Action Plan is an environmental initiative designed to restore, protect, and sustainably manage Nepal’s Bagmati River and its surrounding ecosystem.
  • A. Project Dantak (Bhutan)
    Project Dantak (Bhutan) is an Indian Border Roads Organisation initiative responsible for constructing and maintaining key road infrastructure in Bhutan, significantly contributing to the country’s connectivity and development.
  • B. 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.
  • C. Brannan Plan
    The Brannan Plan was a post–World War II U.S. agricultural policy proposal that sought to support farmers’ incomes through direct government payments instead of traditional price supports.
  • D. Project Shivalik
    Project Shivalik is a field formation of India’s Border Roads Organisation responsible for constructing and maintaining strategic road infrastructure in the Shivalik and adjoining Himalayan regions.
  • E. Madrasati initiative
    The Madrasati initiative is an education-focused program in Jordan that works to improve public school learning environments and opportunities for children.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67623818819096aee155a9b43e8f completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc95879c08190b0091548c8c00207 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfcb42e6ec8190b126163bf4472986 completed April 3, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69cfcbba82e88190b40e9721c835fff0 completed April 3, 2026, 2:16 p.m.
Created at: March 30, 2026, 7:01 p.m.