Triple
T3580894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps University |
E75795
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
School of Advanced Warfighting
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
|
E370403
|
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: School of Advanced Warfighting | Statement: [Marine Corps University, offersProgram, School of Advanced Warfighting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Advanced Warfighting Context triple: [Marine Corps University, offersProgram, School of Advanced Warfighting]
-
A.
Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
-
B.
United States Army War College
The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
-
C.
National War College
The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
-
D.
Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
-
E.
Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
- 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: School of Advanced Warfighting Triple: [Marine Corps University, offersProgram, School of Advanced Warfighting]
Generated description
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Advanced Warfighting Target entity description: The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
-
A.
Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
-
B.
United States Army War College
The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
-
C.
National War College
The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
-
D.
Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
-
E.
Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
- 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_69ad85d6dc3c8190b491b79b83e25461 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc101738c81908d38987f8fa291ef |
completed | March 8, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbc95fa881909846a6d53ba6a24e |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bcae84a48190b085f253773cd14f |
completed | March 13, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f90df47c81908855021f68ca7ec8 |
completed | March 13, 2026, 11:46 a.m. |
Created at: March 8, 2026, 3:21 p.m.