Triple

T16754432
Position Surface form Disambiguated ID Type / Status
Subject Direct Commissioning Program E407171 entity
Predicate trainingAfterCommission P65569 FINISHED
Object Direct Commission Course or equivalent initial officer training
Direct Commission Course or equivalent initial officer training is the foundational military education program that prepares newly commissioned direct-entry officers with basic leadership, military skills, and professional standards required for their service.
E1231846 NE FINISHED

How this triple was built (5 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: Direct Commission Course or equivalent initial officer training | Statement: [Direct Commissioning Program, trainingAfterCommission, Direct Commission Course or equivalent initial officer training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Direct Commission Course or equivalent initial officer training
Context triple: [Direct Commissioning Program, trainingAfterCommission, Direct Commission Course or equivalent initial officer training]
  • A. Officer Candidates Course
    Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
  • B. Basic Officer Course
    The Basic Officer Course is a foundational training program that prepares newly commissioned Marine Corps officers in leadership, tactics, and basic infantry skills before they join their operational units.
  • C. Officer Candidate School
    Officer Candidate School is a military training program that prepares selected enlisted personnel and civilians to become commissioned officers through intensive leadership, academic, and physical instruction.
  • D. Officer Candidate School
    Officer Candidate School is a U.S. Navy training program that prepares and commissions qualified civilians and enlisted personnel as naval officers through intensive academic, physical, and leadership instruction.
  • E. Infantry Officer Course
    Infantry Officer Course is an advanced training program for newly commissioned Marine Corps officers that prepares them to lead infantry units in combat.
  • 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: Direct Commission Course or equivalent initial officer training
Triple: [Direct Commissioning Program, trainingAfterCommission, Direct Commission Course or equivalent initial officer training]
Generated description
Direct Commission Course or equivalent initial officer training is the foundational military education program that prepares newly commissioned direct-entry officers with basic leadership, military skills, and professional standards required for their service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Direct Commission Course or equivalent initial officer training
Target entity description: Direct Commission Course or equivalent initial officer training is the foundational military education program that prepares newly commissioned direct-entry officers with basic leadership, military skills, and professional standards required for their service.
  • A. Officer Candidates Course
    Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
  • B. Basic Officer Course
    The Basic Officer Course is a foundational training program that prepares newly commissioned Marine Corps officers in leadership, tactics, and basic infantry skills before they join their operational units.
  • C. Officer Candidate School
    Officer Candidate School is a military training program that prepares selected enlisted personnel and civilians to become commissioned officers through intensive leadership, academic, and physical instruction.
  • D. Officer Candidate School
    Officer Candidate School is a U.S. Navy training program that prepares and commissions qualified civilians and enlisted personnel as naval officers through intensive academic, physical, and leadership instruction.
  • E. Infantry Officer Course
    Infantry Officer Course is an advanced training program for newly commissioned Marine Corps officers that prepares them to lead infantry units in combat.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: trainingAfterCommission
Context triple: [Direct Commissioning Program, trainingAfterCommission, Direct Commission Course or equivalent initial officer training]
  • A. trainingAfterSelection chosen
    Indicates that a training activity occurs after a selection process has taken place.
  • B. trainingLeadsTo
    Indicates that a process of training results in or brings about a particular outcome, state, or effect.
  • C. laterCommissionedBy
    Indicates that one entity was commissioned at a later time by another entity, establishing a commissioning relationship that occurred after an earlier reference point or event.
  • D. commissionsInto
    Indicates that one entity formally authorizes or assigns another entity to create, produce, or enter into something (such as a work, role, or state).
  • E. commissionedBy
    Indicates that one entity has been formally requested, authorized, or hired by another entity to create, perform, or carry out something.
  • F. None of above.

Provenance (6 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abe6b68c8190a5e2a11973f01b8e completed April 18, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a525e57881908e9e9453e6d6eb73 completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
PD Predicate disambiguation batch_69e319cbd79c8190a03587a61c18bec0 completed April 18, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:21 a.m.