Triple

T3951793
Position Surface form Disambiguated ID Type / Status
Subject Yugoslav Army E84880 entity
Predicate conflict P12 FINISHED
Object Insurgency in the Preševo Valley
The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
E402517 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: Insurgency in the Preševo Valley | Statement: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Insurgency in the Preševo Valley
Context triple: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
  • A. Insurgency in the Republic of Macedonia
    The Insurgency in the Republic of Macedonia was a 2001 armed conflict between ethnic Albanian insurgents and Macedonian security forces that threatened to destabilize the newly independent Balkan state in the aftermath of the Yugoslav Wars.
  • B. Drenica massacres
    The Drenica massacres were a series of mass killings of ethnic Albanian civilians by Serbian security forces in the Drenica region of Kosovo during the late 1990s, which became emblematic of the brutality of the Kosovo conflict.
  • C. Yugoslav Army in the Homeland
    The Yugoslav Army in the Homeland was a royalist, Serbian-dominated resistance movement in occupied Yugoslavia during World War II, commonly known as the Chetniks and led by Draža Mihailović.
  • D. Siege of Sarajevo
    The Siege of Sarajevo was a prolonged and devastating military blockade of Bosnia and Herzegovina’s capital from 1992 to 1996, marked by intense shelling, sniper attacks, and severe civilian suffering during the Bosnian War.
  • E. Second Serbian Uprising
    The Second Serbian Uprising was an 1815 revolt against Ottoman rule that led to the restoration of Serbian autonomy and laid the foundations for the modern Serbian 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: Insurgency in the Preševo Valley
Triple: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
Generated description
The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Insurgency in the Preševo Valley
Target entity description: The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
  • A. Insurgency in the Republic of Macedonia
    The Insurgency in the Republic of Macedonia was a 2001 armed conflict between ethnic Albanian insurgents and Macedonian security forces that threatened to destabilize the newly independent Balkan state in the aftermath of the Yugoslav Wars.
  • B. Drenica massacres
    The Drenica massacres were a series of mass killings of ethnic Albanian civilians by Serbian security forces in the Drenica region of Kosovo during the late 1990s, which became emblematic of the brutality of the Kosovo conflict.
  • C. Yugoslav Army in the Homeland
    The Yugoslav Army in the Homeland was a royalist, Serbian-dominated resistance movement in occupied Yugoslavia during World War II, commonly known as the Chetniks and led by Draža Mihailović.
  • D. Siege of Sarajevo
    The Siege of Sarajevo was a prolonged and devastating military blockade of Bosnia and Herzegovina’s capital from 1992 to 1996, marked by intense shelling, sniper attacks, and severe civilian suffering during the Bosnian War.
  • E. Second Serbian Uprising
    The Second Serbian Uprising was an 1815 revolt against Ottoman rule that led to the restoration of Serbian autonomy and laid the foundations for the modern Serbian 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9384cdc8190ad89b32dc25ac1d7 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533a80d4c8190bb1aac1b2900d9a8 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5341fb74081909a33753e5fdd5c32 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b534d279548190bee44aea7828ed3b completed March 14, 2026, 10:13 a.m.
Created at: March 9, 2026, 3:30 p.m.