Triple

T10117678
Position Surface form Disambiguated ID Type / Status
Subject Belgian Special Operations Forces E223203 entity
Predicate hasComponent P35 FINISHED
Object Special Operations Training Group (Belgium)
The Special Operations Training Group (Belgium) is the dedicated unit responsible for preparing and training Belgium’s Special Operations Forces in advanced tactics, skills, and mission readiness.
 E223203 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: Special Operations Training Group (Belgium) | Statement: [Belgian Special Operations Forces, hasComponent, Special Operations Training Group (Belgium)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Operations Training Group (Belgium)
Context triple: [Belgian Special Operations Forces, hasComponent, Special Operations Training Group (Belgium)]
  • A. Belgian Special Operations Forces
    The Belgian Special Operations Forces are an elite military unit of Belgium’s armed forces specializing in high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare.
  • B. Netherlands Special Operations Command
    The Netherlands Special Operations Command is the Dutch military’s unified headquarters responsible for planning, coordinating, and deploying the country’s elite special operations forces at home and abroad.
  • C. Korps Commandotroepen
    Korps Commandotroepen is the elite special forces unit of the Royal Netherlands Army, specializing in high-risk special operations and unconventional warfare.
  • D. Special Operations Command Europe
    Special Operations Command Europe is the U.S. military headquarters responsible for planning and conducting special operations missions across the European theater.
  • E. Special Operations Command (France)
    Special Operations Command (France) is the French military’s unified headquarters responsible for planning, coordinating, and conducting special operations missions across all branches of the armed forces.
  • 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: Special Operations Training Group (Belgium)
Triple: [Belgian Special Operations Forces, hasComponent, Special Operations Training Group (Belgium)]
Generated description
The Special Operations Training Group (Belgium) is the dedicated unit responsible for preparing and training Belgium’s Special Operations Forces in advanced tactics, skills, and mission readiness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Special Operations Training Group (Belgium)
Target entity description: The Special Operations Training Group (Belgium) is the dedicated unit responsible for preparing and training Belgium’s Special Operations Forces in advanced tactics, skills, and mission readiness.
  • A. Belgian Special Operations Forces chosen
    The Belgian Special Operations Forces are an elite military unit of Belgium’s armed forces specializing in high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare.
  • B. Netherlands Special Operations Command
    The Netherlands Special Operations Command is the Dutch military’s unified headquarters responsible for planning, coordinating, and deploying the country’s elite special operations forces at home and abroad.
  • C. Korps Commandotroepen
    Korps Commandotroepen is the elite special forces unit of the Royal Netherlands Army, specializing in high-risk special operations and unconventional warfare.
  • D. Special Operations Command Europe
    Special Operations Command Europe is the U.S. military headquarters responsible for planning and conducting special operations missions across the European theater.
  • E. Special Operations Command (France)
    Special Operations Command (France) is the French military’s unified headquarters responsible for planning, coordinating, and conducting special operations missions across all branches of the armed forces.
  • 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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd26317948190901197adbac01ed3 completed April 2, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3006aad248190a612f4e033011fa0 completed April 6, 2026, 12:38 a.m.
NEDg Description generation batch_69d301dd614481909b357f319ba5e876 completed April 6, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d302978e808190a9f5371a2bf4abce completed April 6, 2026, 12:47 a.m.
Created at: March 30, 2026, 9:04 p.m.