Triple

T19113402
Position Surface form Disambiguated ID Type / Status
Subject Ranger Physical Assessment E467845 entity
Predicate usedBy P260 FINISHED
Object U.S. Army Ranger School — NE NERFINISHED

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 School | Statement: [Ranger Physical Assessment, usedBy, 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: [Ranger Physical Assessment, usedBy, 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. Special Forces Training School
    The Special Forces Training School is a Sri Lanka Army institution dedicated to training and preparing elite special operations soldiers for high-risk, specialized military missions.
  • C. 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.
  • D. Survival, Evasion, Resistance and Escape (SERE) school
    Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
  • E. Special Operations Training Center
    The Special Operations Training Center is a Romanian military facility dedicated to preparing and training elite special operations forces for complex and high-risk missions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e39553708190b64e24e1d190833e completed April 20, 2026, 8:28 a.m.
Created at: April 10, 2026, 12:05 p.m.