Triple

T8682919

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marshal of the Republic	`E206081`	entity
Predicate	militaryBranch	`P253`	FINISHED
Object	Korean People’s Army Air and Anti-Air Force The Korean People’s Army Air and Anti-Air Force is the aerial warfare and air defense branch of North Korea’s armed forces, responsible for the country’s military aviation and anti-aircraft operations.	`E751241`	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: Korean People’s Army Air and Anti-Air Force | Statement: [Marshal of the Republic, militaryBranch, Korean People’s Army Air and Anti-Air Force]

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

Target entity: Korean People’s Army Air and Anti-Air Force
Context triple: [Marshal of the Republic, militaryBranch, Korean People’s Army Air and Anti-Air Force]

A. Republic of Korea Air Force
The Republic of Korea Air Force is the aerial warfare branch of South Korea’s armed forces, responsible for the defense of the nation’s airspace and conducting air operations.
B. Republic of Korea I Corps
The Republic of Korea I Corps is a major field formation of the South Korean Army that played a significant combat role in the Korean War and continues to serve as a key operational corps in the country’s ground forces.
C. Korean People's Army 4th Division
The Korean People's Army 4th Division was a North Korean infantry division that played a major combat role during the early stages of the Korean War, particularly in the 1950 offensive into South Korea.
D. Korean People's Army 3rd Division
The Korean People's Army 3rd Division was a North Korean infantry formation that took part in the early offensives of the Korean War, including major battles along the Nakdong River.
E. Inchon Regiment
The Inchon Regiment is a nickname for the U.S. Marine Corps' 1st Marine Regiment, commemorating its pivotal role in the 1950 amphibious landing at Inchon during the Korean War.
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: Korean People’s Army Air and Anti-Air Force
Triple: [Marshal of the Republic, militaryBranch, Korean People’s Army Air and Anti-Air Force]

Generated description

The Korean People’s Army Air and Anti-Air Force is the aerial warfare and air defense branch of North Korea’s armed forces, responsible for the country’s military aviation and anti-aircraft operations.

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

Target entity: Korean People’s Army Air and Anti-Air Force
Target entity description: The Korean People’s Army Air and Anti-Air Force is the aerial warfare and air defense branch of North Korea’s armed forces, responsible for the country’s military aviation and anti-aircraft operations.

A. Republic of Korea Air Force
The Republic of Korea Air Force is the aerial warfare branch of South Korea’s armed forces, responsible for the defense of the nation’s airspace and conducting air operations.
B. Republic of Korea I Corps
The Republic of Korea I Corps is a major field formation of the South Korean Army that played a significant combat role in the Korean War and continues to serve as a key operational corps in the country’s ground forces.
C. Korean People's Army 4th Division
The Korean People's Army 4th Division was a North Korean infantry division that played a major combat role during the early stages of the Korean War, particularly in the 1950 offensive into South Korea.
D. Korean People's Army 3rd Division
The Korean People's Army 3rd Division was a North Korean infantry formation that took part in the early offensives of the Korean War, including major battles along the Nakdong River.
E. Inchon Regiment
The Inchon Regiment is a nickname for the U.S. Marine Corps' 1st Marine Regiment, commemorating its pivotal role in the 1950 amphibious landing at Inchon during the Korean War.
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_69ca835379688190aa06b9d98e684d58`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc4ae82e508190b0243328e98fcb1d`	completed	March 31, 2026, 10:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cef3c3c74c81908cd9e881d5963492`	completed	April 2, 2026, 10:54 p.m.
NEDg	Description generation	`batch_69cef521010081908815779c0bd2aac9`	completed	April 2, 2026, 11 p.m.
NED2	Entity disambiguation (via description)	`batch_69cef727ea088190bf40eaf5424ae864`	completed	April 2, 2026, 11:09 p.m.

Created at: March 30, 2026, 6:32 p.m.