Triple

T9460387
Position Surface form Disambiguated ID Type / Status
Subject Lashkargah E228128 entity
Predicate developmentLinkedTo P52726 FINISHED
Object Helmand Valley Authority projects
The Helmand Valley Authority projects were large-scale mid-20th-century U.S.-backed irrigation and agricultural development initiatives in Afghanistan’s Helmand River region.
 E801165 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: Helmand Valley Authority projects | Statement: [Lashkargah, developmentLinkedTo, Helmand Valley Authority projects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helmand Valley Authority projects
Context triple: [Lashkargah, developmentLinkedTo, Helmand Valley Authority projects]
  • A. Beas Project
    Beas Project is a major multipurpose river valley development scheme in northern India focused on irrigation, hydropower generation, and water management on the Beas and Sutlej rivers.
  • B. Mahaweli Development Programme
    The Mahaweli Development Programme is a major Sri Lankan national initiative focused on river basin development, including large-scale irrigation, hydropower generation, and agricultural expansion centered around the Mahaweli River.
  • C. 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.
  • D. Helmand Province, Afghanistan
    Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
  • E. Shimsha Hydroelectric Project
    Shimsha Hydroelectric Project is one of Karnataka’s early hydroelectric power stations, built on the Shimsha River to generate electricity using its water flow.
  • 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: Helmand Valley Authority projects
Triple: [Lashkargah, developmentLinkedTo, Helmand Valley Authority projects]
Generated description
The Helmand Valley Authority projects were large-scale mid-20th-century U.S.-backed irrigation and agricultural development initiatives in Afghanistan’s Helmand River region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helmand Valley Authority projects
Target entity description: The Helmand Valley Authority projects were large-scale mid-20th-century U.S.-backed irrigation and agricultural development initiatives in Afghanistan’s Helmand River region.
  • A. Beas Project
    Beas Project is a major multipurpose river valley development scheme in northern India focused on irrigation, hydropower generation, and water management on the Beas and Sutlej rivers.
  • B. Mahaweli Development Programme
    The Mahaweli Development Programme is a major Sri Lankan national initiative focused on river basin development, including large-scale irrigation, hydropower generation, and agricultural expansion centered around the Mahaweli River.
  • C. 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.
  • D. Helmand Province, Afghanistan
    Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
  • E. Shimsha Hydroelectric Project
    Shimsha Hydroelectric Project is one of Karnataka’s early hydroelectric power stations, built on the Shimsha River to generate electricity using its water flow.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fcaf610819092bcd3b871665aa5 completed April 1, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122965aa48190bb35202b8dd0fdbd completed April 4, 2026, 2:39 p.m.
NEDg Description generation batch_69d12474e91c8190b3f127a44fb0f345 completed April 4, 2026, 2:47 p.m.
NED2 Entity disambiguation (via description) batch_69d12521921881909fa14b99c6dd5158 completed April 4, 2026, 2:50 p.m.
Created at: March 30, 2026, 7:52 p.m.