Triple

T3763298
Position Surface form Disambiguated ID Type / Status
Subject Operation Horseshoe (alleged) E82612 entity
Predicate purportedPerpetrator P21177 FINISHED
Object Serbian military
The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
E189793 NE FINISHED

How this triple was built (5 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: Serbian military | Statement: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serbian military
Context triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
  • A. Serbian Army
    The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
  • B. Yugoslav Army
    The Yugoslav Army was the federal military force of the Federal Republic of Yugoslavia, central to the country's defense and involved in major conflicts during the 1990s Balkan wars.
  • C. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • D. Yugoslav military contingent
    The Yugoslav military contingent was a unit of the Yugoslav People's Army deployed as part of the United Nations Emergency Force peacekeeping mission.
  • E. 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.
  • 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: Serbian military
Triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
Generated description
The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serbian military
Target entity description: The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
  • A. Serbian Army chosen
    The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
  • B. Yugoslav Army
    The Yugoslav Army was the federal military force of the Federal Republic of Yugoslavia, central to the country's defense and involved in major conflicts during the 1990s Balkan wars.
  • C. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • D. Yugoslav military contingent
    The Yugoslav military contingent was a unit of the Yugoslav People's Army deployed as part of the United Nations Emergency Force peacekeeping mission.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: purportedPerpetrator
Context triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
  • A. perpetratedBy
    Indicates that an action, event, or wrongdoing was carried out or caused by a particular agent or entity.
  • B. suspectedPerpetrator chosen
    Indicates that an entity is believed or alleged to be the person responsible for committing a particular harmful or illegal act.
  • C. perpetratorNationality
    Indicates the country or nationality to which a perpetrator of an act, crime, or harmful event belongs.
  • D. perpetratorAllegiance
    Indicates that the perpetrator is affiliated with, loyal to, or acting on behalf of a particular group, organization, or cause.
  • E. hasPerpetratorOrigin
    Indicates that the origin or source of a perpetrator (such as their nationality, place of birth, or background) is associated with a particular event, action, or crime.
  • F. None of above.

Provenance (6 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e51e54108190ab60e189cfbb0db0 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6a49ffc81908d6322b1ca6f6327 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e7311cc4819098926b36b94cae96 completed March 14, 2026, 4:42 a.m.
PD Predicate disambiguation batch_69adc04c851c8190ae5eaebf36df539b completed March 8, 2026, 6:30 p.m.
Created at: March 8, 2026, 3:35 p.m.