Triple

T15162127
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps schools E362243 entity
Predicate includes P1393 FINISHED
Object Marine Corps Martial Arts Program schools
Marine Corps Martial Arts Program schools are specialized training institutions that teach Marines a standardized system of close-quarters combat, mental discipline, and warrior ethos.
E362243 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: Marine Corps Martial Arts Program schools | Statement: [United States Marine Corps schools, includes, Marine Corps Martial Arts Program schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps Martial Arts Program schools
Context triple: [United States Marine Corps schools, includes, Marine Corps Martial Arts Program schools]
  • A. United States Marine Corps schools
    United States Marine Corps schools are specialized training institutions that prepare Marines for specific roles and responsibilities, ranging from leadership and combat skills to technical and instructional duties.
  • B. Marine Corps boot camp
    Marine Corps boot camp is the intense initial training program that transforms civilian recruits into United States Marines through rigorous physical conditioning, discipline, and military instruction.
  • C. Marine Security Guard School
    Marine Security Guard School is a United States Marine Corps training institution that prepares Marines to serve as security personnel at U.S. embassies and consulates worldwide.
  • D. Marine Corps Combat Service Support Schools
    Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
  • E. Naval Physical Education School
    The Naval Physical Education School is a Royal Thai Navy institution dedicated to training naval personnel in physical fitness, sports, and related military physical education disciplines.
  • 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: Marine Corps Martial Arts Program schools
Triple: [United States Marine Corps schools, includes, Marine Corps Martial Arts Program schools]
Generated description
Marine Corps Martial Arts Program schools are specialized training institutions that teach Marines a standardized system of close-quarters combat, mental discipline, and warrior ethos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps Martial Arts Program schools
Target entity description: Marine Corps Martial Arts Program schools are specialized training institutions that teach Marines a standardized system of close-quarters combat, mental discipline, and warrior ethos.
  • A. United States Marine Corps schools chosen
    United States Marine Corps schools are specialized training institutions that prepare Marines for specific roles and responsibilities, ranging from leadership and combat skills to technical and instructional duties.
  • B. Marine Corps boot camp
    Marine Corps boot camp is the intense initial training program that transforms civilian recruits into United States Marines through rigorous physical conditioning, discipline, and military instruction.
  • C. Marine Security Guard School
    Marine Security Guard School is a United States Marine Corps training institution that prepares Marines to serve as security personnel at U.S. embassies and consulates worldwide.
  • D. Marine Corps Combat Service Support Schools
    Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
  • E. Naval Physical Education School
    The Naval Physical Education School is a Royal Thai Navy institution dedicated to training naval personnel in physical fitness, sports, and related military physical education disciplines.
  • F. None of above.

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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060f2efc8190aa0eb5fb8d4ce085 completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffc94e48190844e226c245a9ce3 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec1b27c5c8190b3b81cd10b11e973 completed May 9, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69fec24105a48190a698de2b380f4dbc completed May 9, 2026, 5:12 a.m.
Created at: April 10, 2026, 3:08 a.m.