Triple

T5365575
Position Surface form Disambiguated ID Type / Status
Subject Bosnian War E103120 entity
Predicate majorEvent P259 FINISHED
Object Operation Deliberate Force
Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
E513462 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 Deliberate Force | Statement: [Bosnian War, majorEvent, Operation Deliberate Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Deliberate Force
Context triple: [Bosnian War, majorEvent, Operation Deliberate Force]
  • A. 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.
  • B. NATO bombing of Yugoslavia
    The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
  • C. Kosovo War
    The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
  • D. United Nations Confidence Restoration Operation in Croatia
    The United Nations Confidence Restoration Operation in Croatia was a UN peacekeeping mission established in 1995 to help stabilize and restore confidence in the Serb-populated region of Croatia during the Croatian War of Independence.
  • E. 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.
  • 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 Deliberate Force
Triple: [Bosnian War, majorEvent, Operation Deliberate Force]
Generated description
Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Deliberate Force
Target entity description: Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
  • A. 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.
  • B. NATO bombing of Yugoslavia
    The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
  • C. Kosovo War
    The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
  • D. United Nations Confidence Restoration Operation in Croatia
    The United Nations Confidence Restoration Operation in Croatia was a UN peacekeeping mission established in 1995 to help stabilize and restore confidence in the Serb-populated region of Croatia during the Croatian War of Independence.
  • E. 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.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865eb23481908d32fae4efd86efa completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21f5b4f48190b23b63c9dd9d90d9 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:02 p.m.