Triple

T9232259

Position	Surface form	Disambiguated ID	Type / Status
Subject	COSMIC-2 constellation satellites	`E221845`	entity
Predicate	operator	`P179`	FINISHED
Object	Taiwanese National Space Organization The Taiwanese National Space Organization is Taiwan’s government agency responsible for planning, developing, and operating the nation’s space and satellite programs.	`E786119`	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: Taiwanese National Space Organization | Statement: [COSMIC-2 constellation satellites, operator, Taiwanese National Space Organization]

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

Target entity: Taiwanese National Space Organization
Context triple: [COSMIC-2 constellation satellites, operator, Taiwanese National Space Organization]

A. China Manned Space Agency
The China Manned Space Agency is the government body responsible for planning, developing, and operating China’s human spaceflight programs, including the Tiangong space station.
B. China National Space Administration
The China National Space Administration is the government agency responsible for planning and executing China’s civil space activities, including satellite launches, lunar and planetary exploration, and human spaceflight.
C. China Academy of Space Technology
The China Academy of Space Technology is a leading Chinese research and development institution specializing in the design and manufacture of satellites and space technology systems.
D. National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
E. Taiwan’s Water Resources Agency
Taiwan’s Water Resources Agency is the central government body responsible for managing and regulating the nation’s water resources, including major reservoirs, flood control, and water supply infrastructure.
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: Taiwanese National Space Organization
Triple: [COSMIC-2 constellation satellites, operator, Taiwanese National Space Organization]

Generated description

The Taiwanese National Space Organization is Taiwan’s government agency responsible for planning, developing, and operating the nation’s space and satellite programs.

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

Target entity: Taiwanese National Space Organization
Target entity description: The Taiwanese National Space Organization is Taiwan’s government agency responsible for planning, developing, and operating the nation’s space and satellite programs.

A. China Manned Space Agency
The China Manned Space Agency is the government body responsible for planning, developing, and operating China’s human spaceflight programs, including the Tiangong space station.
B. China National Space Administration
The China National Space Administration is the government agency responsible for planning and executing China’s civil space activities, including satellite launches, lunar and planetary exploration, and human spaceflight.
C. China Academy of Space Technology
The China Academy of Space Technology is a leading Chinese research and development institution specializing in the design and manufacture of satellites and space technology systems.
D. National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
E. Taiwan’s Water Resources Agency
Taiwan’s Water Resources Agency is the central government body responsible for managing and regulating the nation’s water resources, including major reservoirs, flood control, and water supply infrastructure.
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_69ca83ed628c8190bc02d641e57f097f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccee1a7e9881908e0c11f242162017`	completed	April 1, 2026, 10:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d077bb5b10819083fd2de3ed7d69a4`	completed	April 4, 2026, 2:30 a.m.
NEDg	Description generation	`batch_69d079227348819083cc2c1bb36831f0`	completed	April 4, 2026, 2:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69d07980eb1481909450ec1e6537587f`	completed	April 4, 2026, 2:37 a.m.

Created at: March 30, 2026, 7:29 p.m.