Triple

T7277318
Position Surface form Disambiguated ID Type / Status
Subject Army of the Republic of Bosnia and Herzegovina E163061 entity
Predicate engagedIn P149 FINISHED
Object Operation Vrbas 92
Operation Vrbas 92 was a 1992 military offensive during the Bosnian War, involving clashes around the Vrbas River region as Bosnian government forces sought to counter Serb territorial gains.
E653847 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: Operation Vrbas 92 | Statement: [Army of the Republic of Bosnia and Herzegovina, engagedIn, Operation Vrbas 92]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Vrbas 92
Context triple: [Army of the Republic of Bosnia and Herzegovina, engagedIn, Operation Vrbas 92]
  • A. 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.
  • B. Operation Elgin in Bosnia and Herzegovina
    Operation Elgin in Bosnia and Herzegovina was a British military deployment during the Bosnian conflict, focused on peacekeeping, stabilization, and support to international efforts in the region.
  • C. 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.
  • D. State of Slovenes, Croats and Serbs
    The State of Slovenes, Croats and Serbs was a short-lived South Slavic state established in 1918 from former Austro-Hungarian territories, which soon united with the Kingdom of Serbia to form the Kingdom of Serbs, Croats and Slovenes (later Yugoslavia).
  • E. Operation Storm
    Operation Storm was a major 1995 Croatian military offensive that decisively defeated rebel Serb forces in Croatia and helped bring the Yugoslav Wars toward their end.
  • 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: Operation Vrbas 92
Triple: [Army of the Republic of Bosnia and Herzegovina, engagedIn, Operation Vrbas 92]
Generated description
Operation Vrbas 92 was a 1992 military offensive during the Bosnian War, involving clashes around the Vrbas River region as Bosnian government forces sought to counter Serb territorial gains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Vrbas 92
Target entity description: Operation Vrbas 92 was a 1992 military offensive during the Bosnian War, involving clashes around the Vrbas River region as Bosnian government forces sought to counter Serb territorial gains.
  • A. 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.
  • B. Operation Elgin in Bosnia and Herzegovina
    Operation Elgin in Bosnia and Herzegovina was a British military deployment during the Bosnian conflict, focused on peacekeeping, stabilization, and support to international efforts in the region.
  • C. 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.
  • D. State of Slovenes, Croats and Serbs
    The State of Slovenes, Croats and Serbs was a short-lived South Slavic state established in 1918 from former Austro-Hungarian territories, which soon united with the Kingdom of Serbia to form the Kingdom of Serbs, Croats and Slovenes (later Yugoslavia).
  • E. Operation Storm
    Operation Storm was a major 1995 Croatian military offensive that decisively defeated rebel Serb forces in Croatia and helped bring the Yugoslav Wars toward their end.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb309a648190a2a2f2cca9ce2f56 completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db3110688190bf52180ea159c91c completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbf65fb08190ae8a9c4e57d42e97 completed March 28, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 2:59 p.m.