Triple

T1701138

Position	Surface form	Disambiguated ID	Type / Status
Subject	Global Telecommunication System	`E36768`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Regional Telecommunication Networks Regional Telecommunication Networks are intermediate-scale communication infrastructures that interconnect local networks within specific geographic areas and link them to the broader global telecommunications system.	`E191652`	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: Regional Telecommunication Networks | Statement: [Global Telecommunication System, hasComponent, Regional Telecommunication Networks]

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

Target entity: Regional Telecommunication Networks
Context triple: [Global Telecommunication System, hasComponent, Regional Telecommunication Networks]

A. Main Telecommunication Network
Main Telecommunication Network is the core infrastructure layer that carries and routes the majority of voice, data, and multimedia traffic within the global telecommunications system.
B. Regional Bell Operating Companies
The Regional Bell Operating Companies are a group of local telephone service providers in the United States that were created from the breakup of AT&T’s Bell System monopoly in the 1980s.
C. Regional At-Large Organizations
Regional At-Large Organizations are geographically based groups within ICANN’s At-Large community that coordinate and represent the interests of individual Internet users from their respective regions.
D. Global Telecommunication System
The Global Telecommunication System is an international network for the real-time exchange of meteorological and related data that underpins global weather forecasting and climate monitoring.
E. Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
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: Regional Telecommunication Networks
Triple: [Global Telecommunication System, hasComponent, Regional Telecommunication Networks]

Generated description

Regional Telecommunication Networks are intermediate-scale communication infrastructures that interconnect local networks within specific geographic areas and link them to the broader global telecommunications system.

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

Target entity: Regional Telecommunication Networks
Target entity description: Regional Telecommunication Networks are intermediate-scale communication infrastructures that interconnect local networks within specific geographic areas and link them to the broader global telecommunications system.

A. Main Telecommunication Network
Main Telecommunication Network is the core infrastructure layer that carries and routes the majority of voice, data, and multimedia traffic within the global telecommunications system.
B. Regional Bell Operating Companies
The Regional Bell Operating Companies are a group of local telephone service providers in the United States that were created from the breakup of AT&T’s Bell System monopoly in the 1980s.
C. Regional At-Large Organizations
Regional At-Large Organizations are geographically based groups within ICANN’s At-Large community that coordinate and represent the interests of individual Internet users from their respective regions.
D. Global Telecommunication System
The Global Telecommunication System is an international network for the real-time exchange of meteorological and related data that underpins global weather forecasting and climate monitoring.
E. Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
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_69a886163dec8190859c514232a37a05`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62d6c7c88190998ce97d65395280`	completed	March 6, 2026, 5:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad799f98e48190b9eaf6f5151f4c80`	completed	March 8, 2026, 1:29 p.m.
NEDg	Description generation	`batch_69ad7a224d248190b0d1a7f70b76c164`	completed	March 8, 2026, 1:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7b4b4a208190966fa07a6f0d626e`	completed	March 8, 2026, 1:36 p.m.

Created at: March 4, 2026, 7:30 p.m.