Triple

T7086425
Position Surface form Disambiguated ID Type / Status
Subject Insurgency in the Republic of Macedonia E165086 entity
Predicate opponent P437 FINISHED
Object National Liberation Army
The National Liberation Army was an ethnic Albanian militant group active in the early 2000s, best known for its armed insurgency in the Republic of Macedonia seeking greater rights and autonomy for the Albanian minority.
E640777 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: National Liberation Army | Statement: [Insurgency in the Republic of Macedonia, opponent, National Liberation Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Liberation Army
Context triple: [Insurgency in the Republic of Macedonia, opponent, National Liberation Army]
  • A. National Liberation Army
    The National Liberation Army is the military wing of the National Liberation Front, responsible for conducting its armed struggle and guerrilla operations.
  • B. Army of National Liberation
    The Army of National Liberation was an armed revolutionary movement in Costa Rica that played a key role in the 1948 civil war and laid the groundwork for the later formation of the National Liberation Party.
  • C. National Republican Army
    The National Republican Army was the main ground force of Mussolini’s German-backed Italian Social Republic during the final phase of World War II, composed largely of fascist loyalists fighting alongside Nazi Germany.
  • D. Armed Forces of National Liberation
    The Armed Forces of National Liberation (FALN) was a clandestine Puerto Rican nationalist militant group known for carrying out bombings and other violent actions in the United States in pursuit of Puerto Rican independence.
  • E. Cuban Liberation Army
    The Cuban Liberation Army was the main insurgent force that fought for Cuba’s independence from Spain in the late 19th century, led militarily by figures such as Dominican-born general Máximo Gómez.
  • 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: National Liberation Army
Triple: [Insurgency in the Republic of Macedonia, opponent, National Liberation Army]
Generated description
The National Liberation Army was an ethnic Albanian militant group active in the early 2000s, best known for its armed insurgency in the Republic of Macedonia seeking greater rights and autonomy for the Albanian minority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Liberation Army
Target entity description: The National Liberation Army was an ethnic Albanian militant group active in the early 2000s, best known for its armed insurgency in the Republic of Macedonia seeking greater rights and autonomy for the Albanian minority.
  • A. National Liberation Army
    The National Liberation Army is the military wing of the National Liberation Front, responsible for conducting its armed struggle and guerrilla operations.
  • B. Army of National Liberation
    The Army of National Liberation was an armed revolutionary movement in Costa Rica that played a key role in the 1948 civil war and laid the groundwork for the later formation of the National Liberation Party.
  • C. National Republican Army
    The National Republican Army was the main ground force of Mussolini’s German-backed Italian Social Republic during the final phase of World War II, composed largely of fascist loyalists fighting alongside Nazi Germany.
  • D. Armed Forces of National Liberation
    The Armed Forces of National Liberation (FALN) was a clandestine Puerto Rican nationalist militant group known for carrying out bombings and other violent actions in the United States in pursuit of Puerto Rican independence.
  • E. Cuban Liberation Army
    The Cuban Liberation Army was the main insurgent force that fought for Cuba’s independence from Spain in the late 19th century, led militarily by figures such as Dominican-born general Máximo Gómez.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e512bda88190920ecb54b177e569 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79484a644819091fac0e361f77c91 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c795cd08e081908c5f1a59e284063a completed March 28, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69c797711c78819098f9ac674728eb3b completed March 28, 2026, 8:55 a.m.
Created at: March 27, 2026, 2:41 p.m.