Triple

T4748614
Position Surface form Disambiguated ID Type / Status
Subject Benning Phase E105422 entity
Predicate isInitialPhaseOf P22825 FINISHED
Object U.S. Army Ranger School E19191 NE FINISHED

How this triple was built (3 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 School | Statement: [Benning Phase, isInitialPhaseOf, U.S. Army Ranger School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Ranger School
Context triple: [Benning Phase, isInitialPhaseOf, U.S. Army Ranger School]
  • A. U.S. Army Ranger School chosen
    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. United States Army Airborne School
    The United States Army Airborne School is the U.S. Army’s primary training institution for qualifying soldiers in military parachute operations and airborne tactics.
  • C. U.S. Army John F. Kennedy Special Warfare Center and School
    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.
  • D. Drill Instructor School
    Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
  • E. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isInitialPhaseOf
Context triple: [Benning Phase, isInitialPhaseOf, U.S. Army Ranger School]
  • A. hasChronologicalPhase
    Indicates that something is associated with, or occurs during, a specific chronological phase or time period in a sequence of development or events.
  • B. hasPhaseRelation
    Indicates that two entities are related by a specific phase difference or phase alignment in time or a cyclical process.
  • C. programPhase chosen
    Indicates the specific stage or phase within a broader program or process that an entity is currently associated with.
  • D. mainPhase
    Indicates that an event, action, or state occurs during the primary or central phase of a larger process or sequence.
  • E. hasInitial
    Indicates that one entity possesses or is associated with the first letter or starting character of another entity’s name or value.
  • F. None of above.

Provenance (4 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c6f5ac81908a62f9c17e77ac86 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43b24440819081f3932eb6b68b48 completed March 21, 2026, 7:07 a.m.
PD Predicate disambiguation batch_69bd6223defc8190823665a6592c1154 completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:20 p.m.