Triple
T4535157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nam Ngum River |
E107389
|
entity |
| Predicate | associatedWithProject |
P922
|
FINISHED |
| Object |
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.
|
E452444
|
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: Nam Ngum 3 Hydropower Project | Statement: [Nam Ngum River, associatedWithProject, Nam Ngum 3 Hydropower Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nam Ngum 3 Hydropower Project Context triple: [Nam Ngum River, associatedWithProject, Nam Ngum 3 Hydropower Project]
-
A.
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.
-
B.
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.
-
C.
Punatsangchhu-I Hydroelectric Project
Punatsangchhu-I Hydroelectric Project is a major run-of-the-river hydropower plant under construction in Bhutan, developed with Indian assistance to generate electricity for domestic use and export.
-
D.
Karot Hydropower Project
The Karot Hydropower Project is a major run-of-river hydroelectric power plant on the Jhelum River in Pakistan, developed under the China–Pakistan Economic Corridor to boost the country’s electricity generation capacity.
-
E.
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.
- 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: Nam Ngum 3 Hydropower Project Triple: [Nam Ngum River, associatedWithProject, Nam Ngum 3 Hydropower Project]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nam Ngum 3 Hydropower Project Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Punatsangchhu-I Hydroelectric Project
Punatsangchhu-I Hydroelectric Project is a major run-of-the-river hydropower plant under construction in Bhutan, developed with Indian assistance to generate electricity for domestic use and export.
-
D.
Karot Hydropower Project
The Karot Hydropower Project is a major run-of-river hydroelectric power plant on the Jhelum River in Pakistan, developed under the China–Pakistan Economic Corridor to boost the country’s electricity generation capacity.
-
E.
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.
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57a2301c8190aa59280a16750156 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc55ae8248190acda4f10eb5ce2e7 |
completed | March 20, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69bdc758f0288190ad57ec8ef5786c66 |
completed | March 20, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc7d126fc819094a97fe155d267dd |
completed | March 20, 2026, 10:18 p.m. |
Created at: March 20, 2026, 1:04 p.m.