Triple

T16568230
Position Surface form Disambiguated ID Type / Status
Subject Insurgency in the Preševo Valley E402517 entity
Predicate mainTheater P687 FINISHED
Object Municipality of Bujanovac
The Municipality of Bujanovac is a multiethnic local government area in southern Serbia, near the borders with Kosovo and North Macedonia, known for its significant Albanian minority population and its role as a hotspot during the early-2000s Preševo Valley insurgency.
 E1221481 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: Municipality of Bujanovac | Statement: [Insurgency in the Preševo Valley, mainTheater, Municipality of Bujanovac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipality of Bujanovac
Context triple: [Insurgency in the Preševo Valley, mainTheater, Municipality of Bujanovac]
  • A. Municipality of Vrsac
    The Municipality of Vršac is a local administrative unit in northeastern Serbia centered on the city of Vršac, known for its wine production and location near the Romanian border.
  • B. Municipality of Odžaci
    The Municipality of Odžaci is a local government area in the West Bačka District of the autonomous province of Vojvodina in northern Serbia, encompassing the town of Odžaci and surrounding settlements.
  • C. Municipality of Obrenovac
    The Municipality of Obrenovac is a local government area within the city of Belgrade, Serbia, encompassing the town of Obrenovac and surrounding settlements along the Sava River.
  • D. Municipality of Svilajnac
    The Municipality of Svilajnac is a local self-governing administrative unit in central Serbia that encompasses the town of Svilajnac and its surrounding settlements.
  • E. Municipality of Bela Crkva
    The Municipality of Bela Crkva is a local administrative unit and town in the South Banat region of Serbia, known for its lakes, multicultural heritage, and tourism.
  • 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: Municipality of Bujanovac
Triple: [Insurgency in the Preševo Valley, mainTheater, Municipality of Bujanovac]
Generated description
The Municipality of Bujanovac is a multiethnic local government area in southern Serbia, near the borders with Kosovo and North Macedonia, known for its significant Albanian minority population and its role as a hotspot during the early-2000s Preševo Valley insurgency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipality of Bujanovac
Target entity description: The Municipality of Bujanovac is a multiethnic local government area in southern Serbia, near the borders with Kosovo and North Macedonia, known for its significant Albanian minority population and its role as a hotspot during the early-2000s Preševo Valley insurgency.
  • A. Municipality of Vrsac
    The Municipality of Vršac is a local administrative unit in northeastern Serbia centered on the city of Vršac, known for its wine production and location near the Romanian border.
  • B. Municipality of Odžaci
    The Municipality of Odžaci is a local government area in the West Bačka District of the autonomous province of Vojvodina in northern Serbia, encompassing the town of Odžaci and surrounding settlements.
  • C. Municipality of Obrenovac
    The Municipality of Obrenovac is a local government area within the city of Belgrade, Serbia, encompassing the town of Obrenovac and surrounding settlements along the Sava River.
  • D. Municipality of Svilajnac
    The Municipality of Svilajnac is a local self-governing administrative unit in central Serbia that encompasses the town of Svilajnac and its surrounding settlements.
  • E. Municipality of Bela Crkva
    The Municipality of Bela Crkva is a local administrative unit and town in the South Banat region of Serbia, known for its lakes, multicultural heritage, and tourism.
  • 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_6a006ee3dcbc819087ea66b262585232 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.