Triple

T16568235
Position Surface form Disambiguated ID Type / Status
Subject Insurgency in the Preševo Valley E402517 entity
Predicate belligerent P375 FINISHED
Object Liberation Army of Preševo, Medveđa and Bujanovac
The Liberation Army of Preševo, Medveđa and Bujanovac was an ethnic Albanian paramilitary group that fought to separate parts of southern Serbia with Albanian majorities and unite them with Kosovo around the turn of the 21st century.
E1222797 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: Liberation Army of Preševo, Medveđa and Bujanovac | Statement: [Insurgency in the Preševo Valley, belligerent, Liberation Army of Preševo, Medveđa and Bujanovac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberation Army of Preševo, Medveđa and Bujanovac
Context triple: [Insurgency in the Preševo Valley, belligerent, Liberation Army of Preševo, Medveđa and Bujanovac]
  • A. Republic of Serbian Krajina forces
    The Republic of Serbian Krajina forces were the military units of the self-proclaimed Serb entity in Croatia during the Croatian War of Independence, composed largely of local Serb militias and supported by the Yugoslav People's Army.
  • B. Kosovo Liberation Army
    The Kosovo Liberation Army was an ethnic Albanian paramilitary organization that fought for Kosovo’s independence from Serbia in the late 1990s.
  • C. Army of Republika Srpska
    The Army of Republika Srpska was the Bosnian Serb military force that conducted major operations during the Bosnian War, known for its role in ethnic cleansing and the Srebrenica genocide.
  • D. Serbian Militia
    The Serbian Militia was an irregular military force composed mainly of Serb volunteers and frontier soldiers that fought alongside the Habsburg Monarchy against the Ottoman Empire in several late 17th- and early 18th-century conflicts.
  • E. National Liberation Army of Albania
    The National Liberation Army of Albania was the main communist-led partisan force that fought against Axis occupation in Albania during World War II and laid the groundwork for the postwar socialist state.
  • 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: Liberation Army of Preševo, Medveđa and Bujanovac
Triple: [Insurgency in the Preševo Valley, belligerent, Liberation Army of Preševo, Medveđa and Bujanovac]
Generated description
The Liberation Army of Preševo, Medveđa and Bujanovac was an ethnic Albanian paramilitary group that fought to separate parts of southern Serbia with Albanian majorities and unite them with Kosovo around the turn of the 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberation Army of Preševo, Medveđa and Bujanovac
Target entity description: The Liberation Army of Preševo, Medveđa and Bujanovac was an ethnic Albanian paramilitary group that fought to separate parts of southern Serbia with Albanian majorities and unite them with Kosovo around the turn of the 21st century.
  • A. Republic of Serbian Krajina forces
    The Republic of Serbian Krajina forces were the military units of the self-proclaimed Serb entity in Croatia during the Croatian War of Independence, composed largely of local Serb militias and supported by the Yugoslav People's Army.
  • B. Kosovo Liberation Army
    The Kosovo Liberation Army was an ethnic Albanian paramilitary organization that fought for Kosovo’s independence from Serbia in the late 1990s.
  • C. Army of Republika Srpska
    The Army of Republika Srpska was the Bosnian Serb military force that conducted major operations during the Bosnian War, known for its role in ethnic cleansing and the Srebrenica genocide.
  • D. Serbian Militia
    The Serbian Militia was an irregular military force composed mainly of Serb volunteers and frontier soldiers that fought alongside the Habsburg Monarchy against the Ottoman Empire in several late 17th- and early 18th-century conflicts.
  • E. National Liberation Army of Albania
    The National Liberation Army of Albania was the main communist-led partisan force that fought against Axis occupation in Albania during World War II and laid the groundwork for the postwar socialist state.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35772f6608190a125c7d3c199c3e2 completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759424348190889dacbbc7435238 completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a00783334a08190ae76fd7e114a9dd6 completed May 10, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0078562e788190b80a4ee27788ff69 completed May 10, 2026, 12:21 p.m.
Created at: April 10, 2026, 5:16 a.m.