Triple

T23426609
Position Surface form Disambiguated ID Type / Status
Subject General Staff of the Serbian Armed Forces E560810 entity
Predicate hasPart P35 FINISHED
Object Training Directorate
The Training Directorate is a key organizational body within the Serbian Armed Forces responsible for planning, organizing, and overseeing military education, training, and professional development.
E1587238 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: Training Directorate | Statement: [General Staff of the Serbian Armed Forces, hasPart, Training Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Training Directorate
Context triple: [General Staff of the Serbian Armed Forces, hasPart, Training Directorate]
  • A. Directorate of Training and Education
    The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
  • B. Military Training Directorate
    The Military Training Directorate is a key Pakistan Army body responsible for overseeing and coordinating the planning, development, and implementation of military training across the force.
  • C. Joint Training Directorate
    The Joint Training Directorate is a division within Joint Forces Command responsible for planning, coordinating, and overseeing joint military training and exercises across multiple service branches.
  • D. Directorate General of Training
    The Directorate General of Training is an Indian government body responsible for formulating and implementing policies and programs for vocational education and skill development across the country.
  • E. Education and Training Command
    Education and Training Command is the division of the New South Wales Police Force responsible for developing, delivering, and overseeing police education, training, and professional development programs.
  • 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: Training Directorate
Triple: [General Staff of the Serbian Armed Forces, hasPart, Training Directorate]
Generated description
The Training Directorate is a key organizational body within the Serbian Armed Forces responsible for planning, organizing, and overseeing military education, training, and professional development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Training Directorate
Target entity description: The Training Directorate is a key organizational body within the Serbian Armed Forces responsible for planning, organizing, and overseeing military education, training, and professional development.
  • A. Directorate of Training and Education
    The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
  • B. Military Training Directorate
    The Military Training Directorate is a key Pakistan Army body responsible for overseeing and coordinating the planning, development, and implementation of military training across the force.
  • C. Joint Training Directorate
    The Joint Training Directorate is a division within Joint Forces Command responsible for planning, coordinating, and overseeing joint military training and exercises across multiple service branches.
  • D. Directorate General of Training
    The Directorate General of Training is an Indian government body responsible for formulating and implementing policies and programs for vocational education and skill development across the country.
  • E. Education and Training Command
    Education and Training Command is the division of the New South Wales Police Force responsible for developing, delivering, and overseeing police education, training, and professional development programs.
  • 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_69e2454cb1108190ab21ada5411a7146 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a54a28a08190add6184a44c5005b completed April 29, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67a7b9d88190897588a9ec4fbd2a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7216508c81909bd949d50ee2d48b completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c770386a8819098358513016ae5ab completed May 19, 2026, 2:43 p.m.
Created at: April 17, 2026, 5:47 p.m.