Triple
T7664188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps leadership publications |
E173586
|
entity |
| Predicate | targetAudience |
P31
|
FINISHED |
| Object |
Marine Corps instructors
Marine Corps instructors are experienced Marines responsible for training, mentoring, and developing the skills, discipline, and leadership qualities of Marine Corps personnel.
|
E679843
|
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 instructors | Statement: [Marine Corps leadership publications, targetAudience, Marine Corps instructors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps instructors Context triple: [Marine Corps leadership publications, targetAudience, Marine Corps instructors]
-
A.
Drill Instructors of MCRD San Diego
Drill Instructors of MCRD San Diego are United States Marine Corps noncommissioned and staff noncommissioned officers responsible for transforming civilian recruits into Marines through intensive basic training at the Marine Corps Recruit Depot in San Diego, California.
-
B.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
C.
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.
-
D.
Infantry Marine Course
The Infantry Marine Course is a United States Marine Corps entry-level training program that prepares new Marines for service in infantry occupational specialties through intensive combat, weapons, and field skills instruction.
-
E.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
- 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 instructors Triple: [Marine Corps leadership publications, targetAudience, Marine Corps instructors]
Generated description
Marine Corps instructors are experienced Marines responsible for training, mentoring, and developing the skills, discipline, and leadership qualities of Marine Corps personnel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps instructors Target entity description: Marine Corps instructors are experienced Marines responsible for training, mentoring, and developing the skills, discipline, and leadership qualities of Marine Corps personnel.
-
A.
Drill Instructors of MCRD San Diego
Drill Instructors of MCRD San Diego are United States Marine Corps noncommissioned and staff noncommissioned officers responsible for transforming civilian recruits into Marines through intensive basic training at the Marine Corps Recruit Depot in San Diego, California.
-
B.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
C.
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.
-
D.
Infantry Marine Course
The Infantry Marine Course is a United States Marine Corps entry-level training program that prepares new Marines for service in infantry occupational specialties through intensive combat, weapons, and field skills instruction.
-
E.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701a868bc8190b975cae769e23546 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1fdccc8190a69b4745dc3b2347 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89d513af88190b453bf3bf1adcbfb |
completed | March 29, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 4 p.m.