Triple

T4748618
Position Surface form Disambiguated ID Type / Status
Subject Benning Phase E105422 entity
Predicate includes P1393 FINISHED
Object Ranger Physical Assessment
Ranger Physical Assessment is a rigorous physical fitness test used in U.S. Army Ranger School to evaluate candidates’ strength, endurance, and readiness for the course’s demanding training phases.
E467845 NE FINISHED

How this triple was built (4 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: Ranger Physical Assessment | Statement: [Benning Phase, includes, Ranger Physical Assessment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ranger Physical Assessment
Context triple: [Benning Phase, includes, Ranger Physical Assessment]
  • A. 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.
  • B. Ranger Tab
    The Ranger Tab is a prestigious U.S. Army qualification insignia awarded to soldiers who successfully complete the rigorous Ranger School combat leadership course.
  • C. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • D. 75th Ranger Regiment scroll
    The 75th Ranger Regiment scroll is the distinctive unit insignia worn by soldiers assigned to the U.S. Army’s elite 75th Ranger Regiment, signifying membership in that specific special operations unit.
  • E. Ranger scroll
    The Ranger scroll is the distinctive shoulder tab worn by U.S. Army Rangers who have completed the rigorous Ranger School, symbolizing their elite infantry training and leadership qualifications.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ranger Physical Assessment
Triple: [Benning Phase, includes, Ranger Physical Assessment]
Generated description
Ranger Physical Assessment is a rigorous physical fitness test used in U.S. Army Ranger School to evaluate candidates’ strength, endurance, and readiness for the course’s demanding training phases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ranger Physical Assessment
Target entity description: Ranger Physical Assessment is a rigorous physical fitness test used in U.S. Army Ranger School to evaluate candidates’ strength, endurance, and readiness for the course’s demanding training phases.
  • A. 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.
  • B. Ranger Tab
    The Ranger Tab is a prestigious U.S. Army qualification insignia awarded to soldiers who successfully complete the rigorous Ranger School combat leadership course.
  • C. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • D. 75th Ranger Regiment scroll
    The 75th Ranger Regiment scroll is the distinctive unit insignia worn by soldiers assigned to the U.S. Army’s elite 75th Ranger Regiment, signifying membership in that specific special operations unit.
  • E. Ranger scroll
    The Ranger scroll is the distinctive shoulder tab worn by U.S. Army Rangers who have completed the rigorous Ranger School, symbolizing their elite infantry training and leadership qualifications.
  • F. None of above. chosen

Provenance (5 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_69be3a4e0844819098bb9abb05094a89 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3c9f8e048190a951b26c36cb7b23 completed March 21, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69be3d232b888190a0fd64c55a18eb48 completed March 21, 2026, 6:39 a.m.
Created at: March 20, 2026, 1:20 p.m.