Triple

T15135341

Position	Surface form	Disambiguated ID	Type / Status
Subject	Internet in Nepal	`E361539`	entity
Predicate	regulatoryFramework	`P1051`	FINISHED
Object	Telecommunications Act 2053 (1997) The Telecommunications Act 2053 (1997) is Nepal’s foundational law governing the establishment, operation, and regulation of telecommunications and internet services in the country.	`E1138651`	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: Telecommunications Act 2053 (1997) | Statement: [Internet in Nepal, regulatoryFramework, Telecommunications Act 2053 (1997)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Telecommunications Act 2053 (1997)
Context triple: [Internet in Nepal, regulatoryFramework, Telecommunications Act 2053 (1997)]

A. Telecommunications Act 1997
The Telecommunications Act 1997 is a key Australian law that regulates the telecommunications industry, including licensing, consumer protections, and industry standards for carriers and service providers.
B. Telecommunications Act 1984
The Telecommunications Act 1984 is a key UK statute that liberalized and regulated the telecommunications industry, establishing the framework for privatization, licensing, and oversight of telecom services.
C. Telecommunications Act of 1996
The Telecommunications Act of 1996 is a major U.S. federal law that overhauled communications regulation to promote competition and deregulation in broadcasting, cable, and telephone services, including the emerging internet.
D. Telecommunications Act (Canada)
The Telecommunications Act (Canada) is the primary federal statute that regulates telecommunications services and carriers in Canada, defining the powers and responsibilities of regulators and industry participants.
E. Communications Act 2003
The Communications Act 2003 is a major UK law that overhauled regulation of broadcasting and telecommunications, creating a unified framework for electronic communications and media services.
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: Telecommunications Act 2053 (1997)
Triple: [Internet in Nepal, regulatoryFramework, Telecommunications Act 2053 (1997)]

Generated description

The Telecommunications Act 2053 (1997) is Nepal’s foundational law governing the establishment, operation, and regulation of telecommunications and internet services in the country.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Telecommunications Act 2053 (1997)
Target entity description: The Telecommunications Act 2053 (1997) is Nepal’s foundational law governing the establishment, operation, and regulation of telecommunications and internet services in the country.

A. Telecommunications Act 1997
The Telecommunications Act 1997 is a key Australian law that regulates the telecommunications industry, including licensing, consumer protections, and industry standards for carriers and service providers.
B. Telecommunications Act 1984
The Telecommunications Act 1984 is a key UK statute that liberalized and regulated the telecommunications industry, establishing the framework for privatization, licensing, and oversight of telecom services.
C. Telecommunications Act of 1996
The Telecommunications Act of 1996 is a major U.S. federal law that overhauled communications regulation to promote competition and deregulation in broadcasting, cable, and telephone services, including the emerging internet.
D. Telecommunications Act (Canada)
The Telecommunications Act (Canada) is the primary federal statute that regulates telecommunications services and carriers in Canada, defining the powers and responsibilities of regulators and industry participants.
E. Communications Act 2003
The Communications Act 2003 is a major UK law that overhauled regulation of broadcasting and telecommunications, creating a unified framework for electronic communications and media services.
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_69d85a06450081909c5a14ea9851a15e`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e005b3f6f48190b1ed7c7b28feb7a6`	completed	April 15, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69feb7fe60488190bea566eaa3ebb47a`	completed	May 9, 2026, 4:28 a.m.
NEDg	Description generation	`batch_69feb9d8f36081909afe0ad1f4518d58`	completed	May 9, 2026, 4:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69feba3ff2c8819099cc5be8c556d526`	completed	May 9, 2026, 4:38 a.m.

Created at: April 10, 2026, 3:07 a.m.