Triple
T18448784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Theun-Hinboun hydropower development region |
E450723
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Lao national hydropower development strategy
The Lao national hydropower development strategy is a government-led plan to expand and coordinate hydropower projects across Laos to drive economic growth and electricity exports, while managing water resources at a national scale.
|
E1325353
|
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: Lao national hydropower development strategy | Statement: [Theun-Hinboun hydropower development region, partOf, Lao national hydropower development strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lao national hydropower development strategy Context triple: [Theun-Hinboun hydropower development region, partOf, Lao national hydropower development strategy]
-
A.
Nam Ou River hydropower project
The Nam Ou River hydropower project is a large cascade of dams and power stations on Laos’s Nam Ou River developed primarily by Chinese companies to generate electricity and support regional energy and infrastructure goals.
-
B.
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.
-
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 3 Hydropower Project
The Nam Ngum 3 Hydropower Project is a large hydroelectric dam development in Laos intended to generate power from the Nam Ngum River as part of the country’s expanding regional energy export strategy.
-
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: Lao national hydropower development strategy Triple: [Theun-Hinboun hydropower development region, partOf, Lao national hydropower development strategy]
Generated description
The Lao national hydropower development strategy is a government-led plan to expand and coordinate hydropower projects across Laos to drive economic growth and electricity exports, while managing water resources at a national scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lao national hydropower development strategy Target entity description: The Lao national hydropower development strategy is a government-led plan to expand and coordinate hydropower projects across Laos to drive economic growth and electricity exports, while managing water resources at a national scale.
-
A.
Nam Ou River hydropower project
The Nam Ou River hydropower project is a large cascade of dams and power stations on Laos’s Nam Ou River developed primarily by Chinese companies to generate electricity and support regional energy and infrastructure goals.
-
B.
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.
-
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 3 Hydropower Project
The Nam Ngum 3 Hydropower Project is a large hydroelectric dam development in Laos intended to generate power from the Nam Ngum River as part of the country’s expanding regional energy export strategy.
-
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
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.