Triple
T4749210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soldier’s Creed |
E105435
|
entity |
| Predicate | timePeriod |
P302
|
FINISHED |
| Object |
21st century U.S. Army
The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
|
E467883
|
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: 21st century U.S. Army | Statement: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 21st century U.S. Army Context triple: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
-
A.
U.S. Army Mission Command Center of Excellence
The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
-
B.
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.
-
C.
U.S. Army Sustainment Center of Excellence
The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
-
D.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
-
E.
Unified Land Operations
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
- 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: 21st century U.S. Army Triple: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
Generated description
The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 21st century U.S. Army Target entity description: The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
-
A.
U.S. Army Mission Command Center of Excellence
The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
-
B.
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.
-
C.
U.S. Army Sustainment Center of Excellence
The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
-
D.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
-
E.
Unified Land Operations
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c6f5ac81908a62f9c17e77ac86 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a4e0844819098bb9abb05094a89 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3c9f8e048190a951b26c36cb7b23 |
completed | March 21, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3d232b888190a0fd64c55a18eb48 |
completed | March 21, 2026, 6:39 a.m. |
Created at: March 20, 2026, 1:20 p.m.