Triple

T13682645
Position Surface form Disambiguated ID Type / Status
Subject Ranger Assessment and Selection Program E328039 entity
Predicate partOf P40 FINISHED
Object U.S. Army Ranger training pipeline E786284 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: U.S. Army Ranger training pipeline | Statement: [Ranger Assessment and Selection Program, partOf, U.S. Army Ranger training pipeline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Army Ranger training pipeline
Context triple: [Ranger Assessment and Selection Program, partOf, U.S. Army Ranger training pipeline]
  • A. U.S. Army Special Operations Forces training pipeline chosen
    The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
  • B. Ranger Assessment and Selection Program
    The Ranger Assessment and Selection Program (RASP) is an intensive U.S. Army course that rigorously evaluates and prepares soldiers for service in the elite 75th Ranger Regiment.
  • C. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • D. Special Forces Assessment and Selection
    Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.
  • E. Navy SEAL training pipeline
    The Navy SEAL training pipeline is the rigorous, multi-phase process that transforms candidates into fully qualified SEAL operators through intense physical, mental, and tactical preparation.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc66e75188190a9e82fdc5eb26513 completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944551b481909833cdcff198889c completed May 3, 2026, 6:30 p.m.
Created at: April 9, 2026, 9:53 p.m.