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.