Triple

T498631

Position	Surface form	Disambiguated ID	Type / Status
Subject	People's Liberation Army	`E10350`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	People's Liberation Army Navy The People's Liberation Army Navy is the maritime military force of the People's Republic of China, responsible for naval operations, coastal defense, and projecting Chinese sea power.	`E10350`	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: People's Liberation Army Navy | Statement: [People's Liberation Army, hasBranch, People's Liberation Army Navy]

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

Target entity: People's Liberation Army Navy
Context triple: [People's Liberation Army, hasBranch, People's Liberation Army Navy]

A. People's Liberation Army
The People's Liberation Army is the unified military organization of the People's Republic of China and the armed wing of the Chinese Communist Party, encompassing its land, sea, air, rocket, and strategic support forces.
B. Republic of China Armed Forces
The Republic of China Armed Forces is the military of Taiwan, historically central to the Chinese Civil War under Chiang Kai-shek and today responsible for the island’s defense against external threats, particularly from the People’s Republic of China.
C. Beiyang Fleet
The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
D. Chinese Air Force
The Chinese Air Force is the aerial warfare branch of China’s armed forces, responsible for defending the nation’s airspace and conducting air operations in both wartime and peacetime.
E. Central Military Commission of the People's Republic of China
The Central Military Commission of the People's Republic of China is the highest national defense and military command authority, overseeing the country's armed forces and military policy.
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: People's Liberation Army Navy
Triple: [People's Liberation Army, hasBranch, People's Liberation Army Navy]

Generated description

The People's Liberation Army Navy is the maritime military force of the People's Republic of China, responsible for naval operations, coastal defense, and projecting Chinese sea power.

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

Target entity: People's Liberation Army Navy
Target entity description: The People's Liberation Army Navy is the maritime military force of the People's Republic of China, responsible for naval operations, coastal defense, and projecting Chinese sea power.

A. People's Liberation Army chosen
The People's Liberation Army is the unified military organization of the People's Republic of China and the armed wing of the Chinese Communist Party, encompassing its land, sea, air, rocket, and strategic support forces.
B. Republic of China Armed Forces
The Republic of China Armed Forces is the military of Taiwan, historically central to the Chinese Civil War under Chiang Kai-shek and today responsible for the island’s defense against external threats, particularly from the People’s Republic of China.
C. Beiyang Fleet
The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
D. Chinese Air Force
The Chinese Air Force is the aerial warfare branch of China’s armed forces, responsible for defending the nation’s airspace and conducting air operations in both wartime and peacetime.
E. Central Military Commission of the People's Republic of China
The Central Military Commission of the People's Republic of China is the highest national defense and military command authority, overseeing the country's armed forces and military policy.
F. None of above.

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_69a2e847df8481909239ec08ccf1e376`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f1183e988190bce70932a9678134`	completed	Feb. 28, 2026, 1:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a48543f1948190b710628bf53cdf01`	completed	March 1, 2026, 6:28 p.m.
NEDg	Description generation	`batch_69a48918e1d08190b2f51c0d0510ce15`	completed	March 1, 2026, 6:44 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4899415108190b520b8e00fdf00ff`	completed	March 1, 2026, 6:46 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.