Triple

T519632
Position Surface form Disambiguated ID Type / Status
Subject Rangers E10783 entity
Predicate trainingIncludes P2902 FINISHED
Object 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.
E64679 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 Assessment and Selection Program | Statement: [Rangers, trainingIncludes, Ranger Assessment and Selection Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ranger Assessment and Selection Program
Context triple: [Rangers, trainingIncludes, Ranger Assessment and Selection Program]
  • A. U.S. Army Ranger School
    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. 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.
  • C. 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.
  • 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 Creed
    The Ranger Creed is the guiding ethos and warrior code that defines the values, discipline, and combat mindset of United States Army Rangers.
  • 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 Assessment and Selection Program
Triple: [Rangers, trainingIncludes, Ranger Assessment and Selection Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ranger Assessment and Selection Program
Target entity description: 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.
  • A. U.S. Army Ranger School
    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. 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.
  • C. 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.
  • 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 Creed
    The Ranger Creed is the guiding ethos and warrior code that defines the values, discipline, and combat mindset of United States Army Rangers.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1a00a6c8190a62dc7c901c2f2ff completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a6feef408190b6e3f6fec95c36e7 completed March 1, 2026, 8:52 p.m.
NEDg Description generation batch_69a4a77d8f8481909de13ef3fc7dbbcb completed March 1, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69a4a7e66ba881908413b647eee4f0da completed March 1, 2026, 8:56 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.