Triple

T9253588
Position Surface form Disambiguated ID Type / Status
Subject Psychological Operations Qualification Course E222383 entity
Predicate relatedTo P37 FINISHED
Object Special Forces Qualification Course E42155 NE FINISHED

How this triple was built (2 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 Forces Qualification Course | Statement: [Psychological Operations Qualification Course, relatedTo, Special Forces Qualification Course]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Forces Qualification Course
Context triple: [Psychological Operations Qualification Course, relatedTo, Special Forces Qualification Course]
  • A. U.S. Army Ranger School
    U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
  • B. Jumpmaster Course
    Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
  • C. Commando Selection Course
    The Commando Selection Course is an elite, highly demanding assessment program used to identify and qualify candidates for service in Australia’s 1st Commando Regiment.
  • D. Joint Special Operations University
    Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
  • E. U.S. Army John F. Kennedy Special Warfare Center and School chosen
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b0789481908e8e44ebf1b3c713 completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780c9efc81909470e7c64e23ffed completed April 4, 2026, 2:31 a.m.
Created at: March 30, 2026, 7:31 p.m.