Triple

T7533315
Position Surface form Disambiguated ID Type / Status
Subject Royal Lao Army E178080 entity
Predicate partOf P40 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 Army, partOf, 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 Army, partOf, 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 Army, partOf, 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8493964819086aeddfa4872a70b completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8614787988190bb5479677f8485d2 completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c86211e4f88190b38bce6441e33b53 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c862b8f3688190b0abc00458f70d7e completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:47 p.m.