Triple

T13910014

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wu Ta-You	`E334463`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Central Research Academy (Republic of China) The Central Research Academy (Republic of China) is Taiwan’s premier national academic institution, encompassing top scholars like Wu Ta-You and overseeing advanced research across the sciences and humanities.	`E1067794`	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: Central Research Academy (Republic of China) | Statement: [Wu Ta-You, memberOf, Central Research Academy (Republic of China)]

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

Target entity: Central Research Academy (Republic of China)
Context triple: [Wu Ta-You, memberOf, Central Research Academy (Republic of China)]

A. 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.
B. Whampoa Military Academy
Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
C. Yunnan Military Academy
Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
D. Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
E. Tianjin Military Academy
Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
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: Central Research Academy (Republic of China)
Triple: [Wu Ta-You, memberOf, Central Research Academy (Republic of China)]

Generated description

The Central Research Academy (Republic of China) is Taiwan’s premier national academic institution, encompassing top scholars like Wu Ta-You and overseeing advanced research across the sciences and humanities.

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

Target entity: Central Research Academy (Republic of China)
Target entity description: The Central Research Academy (Republic of China) is Taiwan’s premier national academic institution, encompassing top scholars like Wu Ta-You and overseeing advanced research across the sciences and humanities.

A. 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.
B. Whampoa Military Academy
Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
C. Yunnan Military Academy
Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
D. Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
E. Tianjin Military Academy
Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
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_69d81c5eaa9c819083b1ff8689179565`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de2723461881908376b5509ee0d530`	completed	April 14, 2026, 11:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7c726b7388190b557f4c41622460d`	completed	May 3, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69f7c807e70c8190b15a7d4608a17591`	completed	May 3, 2026, 10:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7c8f2b5588190b6143d676eb648a0`	completed	May 3, 2026, 10:15 p.m.

Created at: April 9, 2026, 10:16 p.m.