Triple

T11617543
Position Surface form Disambiguated ID Type / Status
Subject Royal Lao Air Force E275548 entity
Predicate serviceBranchOf P254 FINISHED
Object Royal Lao Armed Forces
The Royal Lao Armed Forces were the military forces of the Kingdom of Laos, active mainly during the mid-20th century and heavily involved in the Laotian Civil War and broader Indochina conflicts.
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 Armed Forces | Statement: [Royal Lao Air Force, serviceBranchOf, Royal Lao Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Lao Armed Forces
Context triple: [Royal Lao Air Force, serviceBranchOf, Royal Lao Armed 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. 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.
  • C. Royal Lao Air Force
    The Royal Lao Air Force was the aerial warfare branch of the Kingdom of Laos, active mainly during the Laotian Civil War and closely involved in regional conflicts in Southeast Asia during the Cold War.
  • D. Royal Lao Navy
    The Royal Lao Navy was the maritime branch of the Kingdom of Laos’s armed forces, responsible primarily for riverine patrols and security along the Mekong and other inland waterways during the mid-20th century.
  • E. 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.
  • 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 Armed Forces
Triple: [Royal Lao Air Force, serviceBranchOf, Royal Lao Armed Forces]
Generated description
The Royal Lao Armed Forces were the military forces of the Kingdom of Laos, active mainly during the mid-20th century and heavily involved in the Laotian Civil War and broader Indochina conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Lao Armed Forces
Target entity description: The Royal Lao Armed Forces were the military forces of the Kingdom of Laos, active mainly during the mid-20th century and heavily involved in the Laotian Civil War and broader Indochina conflicts.
  • 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. 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.
  • C. Royal Lao Air Force
    The Royal Lao Air Force was the aerial warfare branch of the Kingdom of Laos, active mainly during the Laotian Civil War and closely involved in regional conflicts in Southeast Asia during the Cold War.
  • D. Royal Lao Navy
    The Royal Lao Navy was the maritime branch of the Kingdom of Laos’s armed forces, responsible primarily for riverine patrols and security along the Mekong and other inland waterways during the mid-20th century.
  • E. 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.
  • 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.