Triple

T18448783
Position Surface form Disambiguated ID Type / Status
Subject Theun-Hinboun hydropower development region E450723 entity
Predicate containsProject P51910 FINISHED
Object Theun-Hinboun Expansion Project
The Theun-Hinboun Expansion Project is a major hydropower development in Laos that increases generating capacity and water diversion from the original Theun-Hinboun scheme to boost electricity exports and national revenue.
 E450723 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: Theun-Hinboun Expansion Project | Statement: [Theun-Hinboun hydropower development region, containsProject, Theun-Hinboun Expansion Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Theun-Hinboun Expansion Project
Context triple: [Theun-Hinboun hydropower development region, containsProject, Theun-Hinboun Expansion Project]
  • A. Theun-Hinboun hydropower development region
    The Theun-Hinboun hydropower development region is an area in central Laos characterized by major dam and hydropower projects that harness tributaries of the Mekong River for electricity generation and export.
  • B. Nam Ngum 5 Hydropower Project
    The Nam Ngum 5 Hydropower Project is a hydroelectric power development in Laos that harnesses the Nam Ngum River to generate electricity for the country’s energy grid and regional power exports.
  • C. Nam Ngum 2 Hydropower Project
    The Nam Ngum 2 Hydropower Project is a large hydroelectric dam and power station in Laos developed to generate electricity and support regional energy exports, particularly to neighboring Thailand.
  • D. Nam Ngum 4 Hydropower Project
    The Nam Ngum 4 Hydropower Project is a planned hydroelectric power development in Laos designed to generate electricity from the Nam Ngum River as part of the country’s expanding hydropower sector.
  • E. Nam Ngum 1 Hydropower Project
    The Nam Ngum 1 Hydropower Project is a major hydroelectric dam and power station in Laos that plays a key role in the country’s electricity generation and regional power exports.
  • 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: Theun-Hinboun Expansion Project
Triple: [Theun-Hinboun hydropower development region, containsProject, Theun-Hinboun Expansion Project]
Generated description
The Theun-Hinboun Expansion Project is a major hydropower development in Laos that increases generating capacity and water diversion from the original Theun-Hinboun scheme to boost electricity exports and national revenue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Theun-Hinboun Expansion Project
Target entity description: The Theun-Hinboun Expansion Project is a major hydropower development in Laos that increases generating capacity and water diversion from the original Theun-Hinboun scheme to boost electricity exports and national revenue.
  • A. Theun-Hinboun hydropower development region chosen
    The Theun-Hinboun hydropower development region is an area in central Laos characterized by major dam and hydropower projects that harness tributaries of the Mekong River for electricity generation and export.
  • B. Nam Ngum 5 Hydropower Project
    The Nam Ngum 5 Hydropower Project is a hydroelectric power development in Laos that harnesses the Nam Ngum River to generate electricity for the country’s energy grid and regional power exports.
  • C. Nam Ngum 2 Hydropower Project
    The Nam Ngum 2 Hydropower Project is a large hydroelectric dam and power station in Laos developed to generate electricity and support regional energy exports, particularly to neighboring Thailand.
  • D. Nam Ngum 4 Hydropower Project
    The Nam Ngum 4 Hydropower Project is a planned hydroelectric power development in Laos designed to generate electricity from the Nam Ngum River as part of the country’s expanding hydropower sector.
  • E. Nam Ngum 1 Hydropower Project
    The Nam Ngum 1 Hydropower Project is a major hydroelectric dam and power station in Laos that plays a key role in the country’s electricity generation and regional power exports.
  • F. None of above.

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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52646949c81909664e864224675a6 completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fe1ac6c8190a803ce4b048e2520 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a04123430308190af22a11b2151c8b8 completed May 13, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a04131eb4988190af4024bfcad648bc completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 11:30 a.m.