Triple

T12842471
Position Surface form Disambiguated ID Type / Status
Subject Marine Raiders E307083 entity
Predicate selection P126 FINISHED
Object MARSOC Assessment and Selection
MARSOC Assessment and Selection is the rigorous evaluation and screening process used to identify and qualify Marines for service in the Marine Raiders special operations community.
E1006005 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: MARSOC Assessment and Selection | Statement: [Marine Raiders, selection, MARSOC Assessment and Selection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MARSOC Assessment and Selection
Context triple: [Marine Raiders, selection, MARSOC Assessment and Selection]
  • A. Special Forces Assessment and Selection
    Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.
  • B. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • C. U.S. Army Special Operations Forces training pipeline
    The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • 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: MARSOC Assessment and Selection
Triple: [Marine Raiders, selection, MARSOC Assessment and Selection]
Generated description
MARSOC Assessment and Selection is the rigorous evaluation and screening process used to identify and qualify Marines for service in the Marine Raiders special operations community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MARSOC Assessment and Selection
Target entity description: MARSOC Assessment and Selection is the rigorous evaluation and screening process used to identify and qualify Marines for service in the Marine Raiders special operations community.
  • A. Special Forces Assessment and Selection
    Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.
  • B. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • C. U.S. Army Special Operations Forces training pipeline
    The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96ff2ab60819085561a3120189985 completed April 10, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b9dc1e48190993430956e0fcfdc completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69ca6358c8190bb076249864f81a8 completed May 3, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69f69dc8b86c81908557fa8538e942de completed May 3, 2026, 12:58 a.m.
Created at: April 9, 2026, 5:35 p.m.