Triple

T15924962
Position Surface form Disambiguated ID Type / Status
Subject Hufeisenplan E386183 entity
Predicate allegedPerpetrator P21177 FINISHED
Object Serbian military forces
Serbian military forces are the armed forces of Serbia, historically involved in the Yugoslav Wars of the 1990s and subsequent regional conflicts in the Balkans.
E724362 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: Serbian military forces | Statement: [Hufeisenplan, allegedPerpetrator, Serbian military forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serbian military forces
Context triple: [Hufeisenplan, allegedPerpetrator, Serbian military forces]
  • 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. Armed Forces of Serbia and Montenegro
    The Armed Forces of Serbia and Montenegro were the joint military organization that succeeded the Yugoslav Army and served as the defense force of the State Union of Serbia and Montenegro until its dissolution in 2006.
  • 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. Armed Forces of Montenegro
    The Armed Forces of Montenegro are the small professional military of the Balkan state of Montenegro, responsible for national defense and participation in international peacekeeping missions, and operating within NATO as a member country.
  • E. 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.
  • 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 forces
Triple: [Hufeisenplan, allegedPerpetrator, Serbian military forces]
Generated description
Serbian military forces are the armed forces of Serbia, historically involved in the Yugoslav Wars of the 1990s and subsequent regional conflicts in the Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serbian military forces
Target entity description: Serbian military forces are the armed forces of Serbia, historically involved in the Yugoslav Wars of the 1990s and subsequent regional conflicts in the Balkans.
  • 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. Armed Forces of Serbia and Montenegro chosen
    The Armed Forces of Serbia and Montenegro were the joint military organization that succeeded the Yugoslav Army and served as the defense force of the State Union of Serbia and Montenegro until its dissolution in 2006.
  • 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. Armed Forces of Montenegro
    The Armed Forces of Montenegro are the small professional military of the Balkan state of Montenegro, responsible for national defense and participation in international peacekeeping missions, and operating within NATO as a member country.
  • E. 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.
  • F. None of above.

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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1568424f08190bffe6ee465a0db9a completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbc2cd84819080a90d983cd4d1a5 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc813208819088519396fa5298a6 completed May 10, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69ffdced694c8190a196ae36e5d6a99e completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:52 a.m.