Triple
T4842884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TC 3-21.76 |
E108217
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Army training circular series
The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
|
E473683
|
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: U.S. Army training circular series | Statement: [TC 3-21.76, partOf, U.S. Army training circular series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army training circular series Context triple: [TC 3-21.76, partOf, U.S. Army training circular series]
-
A.
NATO Allied Tactical Publications
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
-
B.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
C.
Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
-
D.
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.
-
E.
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.
- 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: U.S. Army training circular series Triple: [TC 3-21.76, partOf, U.S. Army training circular series]
Generated description
The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army training circular series Target entity description: The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
-
A.
NATO Allied Tactical Publications
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
-
B.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
C.
Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
-
D.
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.
-
E.
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.
- 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_69bd4409b264819085ab855f3eb5381a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cff1b008190b537feea0e0cc88f |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5ccdf7a081909624f5cff787e688 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5dbb7abc819096f55477cab2d408 |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5e8540688190a6e475e128d79d2b |
completed | March 21, 2026, 9:01 a.m. |
Created at: March 20, 2026, 1:25 p.m.