Triple

T11617571
Position Surface form Disambiguated ID Type / Status
Subject Royal Lao Air Force E275548 entity
Predicate partOf P40 FINISHED
Object Royal Lao Government security forces
The Royal Lao Government security forces were the combined military and police organizations of the Kingdom of Laos responsible for national defense, internal security, and law enforcement during the Laotian Civil War era.
E178080 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 Lao Government security forces | Statement: [Royal Lao Air Force, partOf, Royal Lao Government security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Lao Government security forces
Context triple: [Royal Lao Air Force, partOf, Royal Lao Government security forces]
  • A. 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.
  • B. Royal Lao Government
    The Royal Lao Government was the U.S.-backed monarchical regime that ruled Laos during the mid-20th century and fought against communist and neutralist forces in the Laotian Civil War.
  • C. Lao People’s Armed Forces
    The Lao People’s Armed Forces is the military organization responsible for national defense and internal security in the Lao People’s Democratic Republic under the leadership of the ruling communist party.
  • D. 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.
  • E. Ministry of Defense of the Kingdom of Laos
    The Ministry of Defense of the Kingdom of Laos was the central governmental body responsible for overseeing and directing the military forces of the former Kingdom of Laos.
  • 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 Lao Government security forces
Triple: [Royal Lao Air Force, partOf, Royal Lao Government security forces]
Generated description
The Royal Lao Government security forces were the combined military and police organizations of the Kingdom of Laos responsible for national defense, internal security, and law enforcement during the Laotian Civil War era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Lao Government security forces
Target entity description: The Royal Lao Government security forces were the combined military and police organizations of the Kingdom of Laos responsible for national defense, internal security, and law enforcement during the Laotian Civil War era.
  • A. Royal Lao Army chosen
    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.
  • B. Royal Lao Government
    The Royal Lao Government was the U.S.-backed monarchical regime that ruled Laos during the mid-20th century and fought against communist and neutralist forces in the Laotian Civil War.
  • C. Lao People’s Armed Forces
    The Lao People’s Armed Forces is the military organization responsible for national defense and internal security in the Lao People’s Democratic Republic under the leadership of the ruling communist party.
  • D. 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.
  • E. Ministry of Defense of the Kingdom of Laos
    The Ministry of Defense of the Kingdom of Laos was the central governmental body responsible for overseeing and directing the military forces of the former Kingdom of Laos.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a047758081908191c1d564409d9a completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee873ee6888190ab6e87ed0f4ae731 completed April 26, 2026, 9:44 p.m.
NEDg Description generation batch_69ee9cf692e08190b135de0bd7f96274 completed April 26, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69eecd715b448190b738479b7c1379a2 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:38 p.m.