Triple
T2943389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of Infantry – West |
E79439
|
entity |
| Predicate | componentOf |
P35
|
FINISHED |
| Object |
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.
|
E311769
|
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 infantry training pipeline | Statement: [School of Infantry – West, componentOf, Marine Corps infantry training pipeline]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps infantry training pipeline Context triple: [School of Infantry – West, componentOf, Marine Corps infantry training pipeline]
-
A.
Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
-
B.
Total Force policy of the United States Marine Corps
The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
-
C.
Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
-
D.
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.
-
E.
Mando de Adiestramiento y Doctrina
El Mando de Adiestramiento y Doctrina es el órgano del Ejército de Tierra español responsable de la formación, instrucción y desarrollo de la doctrina militar.
- 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 infantry training pipeline Triple: [School of Infantry – West, componentOf, Marine Corps infantry training pipeline]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps infantry training pipeline Target entity description: 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.
-
A.
Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
-
B.
Total Force policy of the United States Marine Corps
The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
-
C.
Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
-
D.
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.
-
E.
Mando de Adiestramiento y Doctrina
El Mando de Adiestramiento y Doctrina es el órgano del Ejército de Tierra español responsable de la formación, instrucción y desarrollo de la doctrina militar.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9871fc908190ad90e5b01b476b3f |
completed | March 8, 2026, 3:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0868d754c8190b075ca0fd902814a |
completed | March 10, 2026, 9:01 p.m. |
| NEDg | Description generation | batch_69b0dd08d390819089c241122db5deed |
completed | March 11, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0dd9857a8819092785308e67ba66f |
completed | March 11, 2026, 3:12 a.m. |
Created at: March 8, 2026, 2:56 p.m.