Triple

T15924489
Position Surface form Disambiguated ID Type / Status
Subject KLA E386171 entity
Predicate nativeName P15 FINISHED
Object Ushtria Çlirimtare e Kosovës
Ushtria Çlirimtare e Kosovës is the Albanian name for the Kosovo Liberation Army, an ethnic Albanian paramilitary organization that fought for Kosovo’s independence from Serbia in the late 1990s.
E1188578 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: Ushtria Çlirimtare e Kosovës | Statement: [KLA, nativeName, Ushtria Çlirimtare e Kosovës]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ushtria Çlirimtare e Kosovës
Context triple: [KLA, nativeName, Ushtria Çlirimtare e Kosovës]
  • A. Kosovo Security Force
    The Kosovo Security Force is a lightly armed, NATO-trained professional force responsible for crisis response, civil protection, and security duties in Kosovo.
  • B. Kosovo Force
    The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
  • C. Kosovo Protection Corps
    The Kosovo Protection Corps was a civilian emergency response and civil defense organization in post-war Kosovo, formed largely from former Kosovo Liberation Army members under international supervision.
  • D. Armed Forces of the Republic of Albania
    The Armed Forces of the Republic of Albania are the national military of Albania, responsible for the country’s defense and participation in international security operations as a NATO member.
  • E. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • 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: Ushtria Çlirimtare e Kosovës
Triple: [KLA, nativeName, Ushtria Çlirimtare e Kosovës]
Generated description
Ushtria Çlirimtare e Kosovës is the Albanian name for the Kosovo Liberation Army, an ethnic Albanian paramilitary organization that fought for Kosovo’s independence from Serbia in the late 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ushtria Çlirimtare e Kosovës
Target entity description: Ushtria Çlirimtare e Kosovës is the Albanian name for the Kosovo Liberation Army, an ethnic Albanian paramilitary organization that fought for Kosovo’s independence from Serbia in the late 1990s.
  • A. Kosovo Security Force
    The Kosovo Security Force is a lightly armed, NATO-trained professional force responsible for crisis response, civil protection, and security duties in Kosovo.
  • B. Kosovo Force
    The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
  • C. Kosovo Protection Corps
    The Kosovo Protection Corps was a civilian emergency response and civil defense organization in post-war Kosovo, formed largely from former Kosovo Liberation Army members under international supervision.
  • D. Armed Forces of the Republic of Albania
    The Armed Forces of the Republic of Albania are the national military of Albania, responsible for the country’s defense and participation in international security operations as a NATO member.
  • E. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1568424f08190bffe6ee465a0db9a completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3bd67f48190aee4f892206d9326 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc621ef1c8190933238291d69d7e1 completed May 9, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffc6c0792c8190af7945983b7bb25a completed May 9, 2026, 11:44 p.m.
Created at: April 10, 2026, 4:52 a.m.