Triple

T8296666
Position Surface form Disambiguated ID Type / Status
Subject State Union of Serbia and Montenegro E194235 entity
Predicate hadMilitary P253 FINISHED
Object 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.
E724362 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: Armed Forces of Serbia and Montenegro | Statement: [State Union of Serbia and Montenegro, hadMilitary, Armed Forces of Serbia and Montenegro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Forces of Serbia and Montenegro
Context triple: [State Union of Serbia and Montenegro, hadMilitary, Armed Forces of Serbia and Montenegro]
  • A. Armed Forces of the Socialist Federal Republic of Yugoslavia
    The Armed Forces of the Socialist Federal Republic of Yugoslavia were the unified military forces of socialist Yugoslavia, encompassing its army, navy, and air force under a unique system of workers’ self-management and non-aligned defense policy.
  • B. 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.
  • C. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • D. 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.
  • E. Air Force of Serbia and Montenegro
    The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
  • 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: Armed Forces of Serbia and Montenegro
Triple: [State Union of Serbia and Montenegro, hadMilitary, Armed Forces of Serbia and Montenegro]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Forces of Serbia and Montenegro
Target entity description: 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.
  • A. Armed Forces of the Socialist Federal Republic of Yugoslavia
    The Armed Forces of the Socialist Federal Republic of Yugoslavia were the unified military forces of socialist Yugoslavia, encompassing its army, navy, and air force under a unique system of workers’ self-management and non-aligned defense policy.
  • B. 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.
  • C. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • D. 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.
  • E. Air Force of Serbia and Montenegro
    The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hadMilitary
Context triple: [State Union of Serbia and Montenegro, hadMilitary, Armed Forces of Serbia and Montenegro]
  • A. militaryBackground
    Indicates that an entity has prior or current experience, service, or training in a military organization.
  • B. hadMilitaryObligationsTo
    Indicates that one party was bound by duty or law to provide military service, support, or protection to another party.
  • C. hasMilitaryStatus
    Indicates that an entity possesses a specific military affiliation, role, or status (such as active duty, reserve, or veteran).
  • D. hasMilitaryBranch chosen
    Indicates that an entity is associated with, served in, or is part of a specific branch of a military organization.
  • E. hasMilitaryServiceStart
    Indicates the date or point in time when an entity’s period of military service began.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df887148190bddc2609bc885cb4 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68ad2f248190a1de95c01ddee259 completed April 1, 2026, 6:49 p.m.
NEDg Description generation batch_69cd6d574ba88190a2538897d201d8c4 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e536724819095ad006bc0f013a4 completed April 1, 2026, 8:21 p.m.
PD Predicate disambiguation batch_69cb70b5b5348190b296e0ecec95de60 completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 5:53 p.m.