Triple

T6520321
Position Surface form Disambiguated ID Type / Status
Subject HQMC E148362 entity
Predicate includes P1393 FINISHED
Object Deputy Commandant for Programs and Resources
The Deputy Commandant for Programs and Resources is a senior United States Marine Corps headquarters official responsible for planning, budgeting, and managing the Corps’ financial and programmatic resources.
E611327 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: Deputy Commandant for Programs and Resources | Statement: [HQMC, includes, Deputy Commandant for Programs and Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Commandant for Programs and Resources
Context triple: [HQMC, includes, Deputy Commandant for Programs and Resources]
  • A. Deputy Commandant for Plans, Policies, and Operations
    The Deputy Commandant for Plans, Policies, and Operations is a senior United States Marine Corps leader responsible for developing and overseeing service-wide operational plans, policies, and global force employment.
  • B. Deputy Commandant for Aviation
    The Deputy Commandant for Aviation is the senior United States Marine Corps leader responsible for planning, developing, and overseeing all aspects of Marine aviation capabilities and policies.
  • C. Deputy Commandant of the Marine Corps for Manpower and Reserve Affairs
    The Deputy Commandant of the Marine Corps for Manpower and Reserve Affairs is a senior Marine Corps leader responsible for overseeing personnel policies, human resources, and reserve component management across the service.
  • D. Under Secretary of Defense for Research and Engineering
    The Under Secretary of Defense for Research and Engineering is the U.S. Department of Defense’s chief technology officer, responsible for driving innovation, advanced research, and modernization of military technologies.
  • E. Under Secretary of Defense for Personnel and Readiness
    The Under Secretary of Defense for Personnel and Readiness is the senior civilian official in the U.S. Department of Defense responsible for overseeing military and civilian personnel policy, readiness, health affairs, and quality-of-life programs.
  • 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: Deputy Commandant for Programs and Resources
Triple: [HQMC, includes, Deputy Commandant for Programs and Resources]
Generated description
The Deputy Commandant for Programs and Resources is a senior United States Marine Corps headquarters official responsible for planning, budgeting, and managing the Corps’ financial and programmatic resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Commandant for Programs and Resources
Target entity description: The Deputy Commandant for Programs and Resources is a senior United States Marine Corps headquarters official responsible for planning, budgeting, and managing the Corps’ financial and programmatic resources.
  • A. Deputy Commandant for Plans, Policies, and Operations
    The Deputy Commandant for Plans, Policies, and Operations is a senior United States Marine Corps leader responsible for developing and overseeing service-wide operational plans, policies, and global force employment.
  • B. Deputy Commandant for Aviation
    The Deputy Commandant for Aviation is the senior United States Marine Corps leader responsible for planning, developing, and overseeing all aspects of Marine aviation capabilities and policies.
  • C. Deputy Commandant of the Marine Corps for Manpower and Reserve Affairs
    The Deputy Commandant of the Marine Corps for Manpower and Reserve Affairs is a senior Marine Corps leader responsible for overseeing personnel policies, human resources, and reserve component management across the service.
  • D. Under Secretary of Defense for Research and Engineering
    The Under Secretary of Defense for Research and Engineering is the U.S. Department of Defense’s chief technology officer, responsible for driving innovation, advanced research, and modernization of military technologies.
  • E. Under Secretary of Defense for Personnel and Readiness
    The Under Secretary of Defense for Personnel and Readiness is the senior civilian official in the U.S. Department of Defense responsible for overseeing military and civilian personnel policy, readiness, health affairs, and quality-of-life programs.
  • 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_69c687e68e748190baceb9298f32d3ed completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ad92c624819086dbb12b4f6b78d3 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7813a788190a25ace732cf4e3d0 completed March 27, 2026, 9:32 p.m.
NEDg Description generation batch_69c6f8453af88190b237c249bfbb4f8c completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f8d5630c8190913e8572a70b82c1 completed March 27, 2026, 9:38 p.m.
Created at: March 27, 2026, 1:45 p.m.