Triple
T12790612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total Force policy of the United States Marine Corps |
E305748
|
entity |
| Predicate | relatedConcept |
P37
|
FINISHED |
| Object |
Total Force concept of the United States Department of Defense
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
|
E1002794
|
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: Total Force concept of the United States Department of Defense | Statement: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Total Force concept of the United States Department of Defense Context triple: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
-
A.
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.
-
B.
Reserve Components of the United States Armed Forces
The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
-
C.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
D.
America’s Contingency Corps
America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
-
E.
U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
- 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: Total Force concept of the United States Department of Defense Triple: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
Generated description
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Total Force concept of the United States Department of Defense Target entity description: The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
-
A.
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.
-
B.
Reserve Components of the United States Armed Forces
The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
-
C.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
D.
America’s Contingency Corps
America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
-
E.
U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6b55248190ab938e69eb263612 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68508e4488190bb57a1ade93987ab |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f687ae18c08190a94dca38bb69d10f |
completed | May 2, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68884ed348190a1b2c89b1d655fa9 |
completed | May 2, 2026, 11:28 p.m. |
Created at: April 9, 2026, 5:30 p.m.