Triple

T20270886
Position Surface form Disambiguated ID Type / Status
Subject 4th Ranger Training Battalion E499087 entity
Predicate associatedWith P37 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: [4th Ranger Training Battalion, associatedWith, 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: [4th Ranger Training Battalion, associatedWith, 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. U.S. Army Pathfinder School
    The U.S. Army Pathfinder School is a specialized training institution that prepares soldiers in advanced navigation, air traffic control, and air assault zone operations to support airborne and air assault 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e675dd7c58819095bbf4baeda04d6a completed April 20, 2026, 6:52 p.m.
Created at: April 11, 2026, 11:42 p.m.