Triple

T6842262

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lon Nol	`E157800`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Chief of Staff of the Royal Khmer Army The Chief of Staff of the Royal Khmer Army was the top professional military officer responsible for overseeing operations, administration, and strategic planning of Cambodia’s royal land forces before the Khmer Republic era.	`E623867`	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: Chief of Staff of the Royal Khmer Army | Statement: [Lon Nol, positionHeld, Chief of Staff of the Royal Khmer Army]

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

Target entity: Chief of Staff of the Royal Khmer Army
Context triple: [Lon Nol, positionHeld, Chief of Staff of the Royal Khmer Army]

A. Chief of Army Staff of Nepal
The Chief of Army Staff of Nepal is the highest-ranking military officer and professional head of the Nepali Army, responsible for its command, operations, and overall administration.
B. Chief of Staff of the Indonesian Army
The Chief of Staff of the Indonesian Army is the highest-ranking professional officer responsible for leading, managing, and overseeing the operational readiness and administration of Indonesia’s land forces.
C. Chief of Staff of the French Army
The Chief of Staff of the French Army is the highest-ranking officer responsible for leading, organizing, and overseeing the operational readiness and strategic direction of France’s land forces.
D. Chief of Staff of the Armed Forces of the Philippines
The Chief of Staff of the Armed Forces of the Philippines is the highest-ranking military officer who serves as the principal military adviser and overall commander of the country’s armed forces.
E. Chief of the Army General Staff (Japan)
The Chief of the Army General Staff (Japan) was the highest-ranking professional officer and principal military strategist of the Imperial Japanese Army, responsible for directing its overall operations and planning.
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: Chief of Staff of the Royal Khmer Army
Triple: [Lon Nol, positionHeld, Chief of Staff of the Royal Khmer Army]

Generated description

The Chief of Staff of the Royal Khmer Army was the top professional military officer responsible for overseeing operations, administration, and strategic planning of Cambodia’s royal land forces before the Khmer Republic era.

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

Target entity: Chief of Staff of the Royal Khmer Army
Target entity description: The Chief of Staff of the Royal Khmer Army was the top professional military officer responsible for overseeing operations, administration, and strategic planning of Cambodia’s royal land forces before the Khmer Republic era.

A. Chief of Army Staff of Nepal
The Chief of Army Staff of Nepal is the highest-ranking military officer and professional head of the Nepali Army, responsible for its command, operations, and overall administration.
B. Chief of Staff of the Indonesian Army
The Chief of Staff of the Indonesian Army is the highest-ranking professional officer responsible for leading, managing, and overseeing the operational readiness and administration of Indonesia’s land forces.
C. Chief of Staff of the French Army
The Chief of Staff of the French Army is the highest-ranking officer responsible for leading, organizing, and overseeing the operational readiness and strategic direction of France’s land forces.
D. Chief of Staff of the Armed Forces of the Philippines
The Chief of Staff of the Armed Forces of the Philippines is the highest-ranking military officer who serves as the principal military adviser and overall commander of the country’s armed forces.
E. Chief of the Army General Staff (Japan)
The Chief of the Army General Staff (Japan) was the highest-ranking professional officer and principal military strategist of the Imperial Japanese Army, responsible for directing its overall operations and planning.
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_69c6882ed4c081909dc465a7cf8838be`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d6b5f7648190ad8561caeb678932`	completed	March 27, 2026, 7:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c72fb9a8c08190993807f1a4c54184`	completed	March 28, 2026, 1:32 a.m.
NEDg	Description generation	`batch_69c735e1d0c48190a3cec055d0eef053`	completed	March 28, 2026, 1:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7363e2ae481908caceabfb27e3284`	completed	March 28, 2026, 2 a.m.

Created at: March 27, 2026, 2:19 p.m.