Triple

T6940413
Position Surface form Disambiguated ID Type / Status
Subject Khmer National Armed Forces E160658 entity
Predicate predecessor P97 FINISHED
Object Royal Khmer Armed Forces
The Royal Khmer Armed Forces were the national military forces of Cambodia under the monarchy, responsible for the country’s defense and security before being succeeded by the Khmer National Armed Forces.
E157792 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: Royal Khmer Armed Forces | Statement: [Khmer National Armed Forces, predecessor, Royal Khmer Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Khmer Armed Forces
Context triple: [Khmer National Armed Forces, predecessor, Royal Khmer Armed Forces]
  • A. Cambodian military
    The Cambodian military is the national armed forces of Cambodia, responsible for defending the country’s sovereignty and security on land, at sea, and in the air.
  • B. Royal Cambodian Armed Forces (FARK)
    The Royal Cambodian Armed Forces (FARK) were the military forces of the Kingdom of Cambodia under Prince Norodom Sihanouk and later the Lon Nol government, playing a central role in the country’s conflicts during the 1960s and early 1970s.
  • C. Khmer National Armed Forces (FANK)
    The Khmer National Armed Forces (FANK) were the pro-government military forces of the Khmer Republic that fought against communist insurgents during the Cambodian Civil War in the early 1970s.
  • D. Kampuchean People's Revolutionary Armed Forces
    The Kampuchean People's Revolutionary Armed Forces were the military forces of the People's Republic of Kampuchea that replaced the Khmer Rouge army and served as the national army of Cambodia during the 1980s.
  • E. Royal Lao Army
    The Royal Lao Army was the principal military force of the Kingdom of Laos, playing a central role in the country's conflicts and politics during the mid-20th century, especially throughout the Laotian Civil 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: Royal Khmer Armed Forces
Triple: [Khmer National Armed Forces, predecessor, Royal Khmer Armed Forces]
Generated description
The Royal Khmer Armed Forces were the national military forces of Cambodia under the monarchy, responsible for the country’s defense and security before being succeeded by the Khmer National Armed Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Khmer Armed Forces
Target entity description: The Royal Khmer Armed Forces were the national military forces of Cambodia under the monarchy, responsible for the country’s defense and security before being succeeded by the Khmer National Armed Forces.
  • A. Cambodian military
    The Cambodian military is the national armed forces of Cambodia, responsible for defending the country’s sovereignty and security on land, at sea, and in the air.
  • B. Royal Cambodian Armed Forces (FARK) chosen
    The Royal Cambodian Armed Forces (FARK) were the military forces of the Kingdom of Cambodia under Prince Norodom Sihanouk and later the Lon Nol government, playing a central role in the country’s conflicts during the 1960s and early 1970s.
  • C. Khmer National Armed Forces (FANK)
    The Khmer National Armed Forces (FANK) were the pro-government military forces of the Khmer Republic that fought against communist insurgents during the Cambodian Civil War in the early 1970s.
  • D. Kampuchean People's Revolutionary Armed Forces
    The Kampuchean People's Revolutionary Armed Forces were the military forces of the People's Republic of Kampuchea that replaced the Khmer Rouge army and served as the national army of Cambodia during the 1980s.
  • E. Royal Lao Army
    The Royal Lao Army was the principal military force of the Kingdom of Laos, playing a central role in the country's conflicts and politics during the mid-20th century, especially throughout the Laotian Civil War.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da641ce08190a133c9ba4977755d completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7753a62248190873c9e528fa9dc46 completed March 28, 2026, 6:29 a.m.
NEDg Description generation batch_69c777355e148190ac2ec67f15eba4ee completed March 28, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c777d9c29c81908a816aed059ecc96 completed March 28, 2026, 6:40 a.m.
Created at: March 27, 2026, 2:28 p.m.