Triple
T3581291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Command and Staff College |
E75803
|
entity |
| Predicate | grantsDegree |
P49
|
FINISHED |
| Object |
Master of Military Operational Art and Science
The Master of Military Operational Art and Science is a graduate-level professional military education degree focused on developing advanced expertise in operational planning, joint warfare, and leadership for mid-career military officers and defense professionals.
|
E370408
|
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: Master of Military Operational Art and Science | Statement: [Air Command and Staff College, grantsDegree, Master of Military Operational Art and Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Military Operational Art and Science Context triple: [Air Command and Staff College, grantsDegree, Master of Military Operational Art and Science]
-
A.
Master of Operational Studies
The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
-
B.
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.
-
C.
Elements of Military Art and Science
Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
-
D.
Master of Arts in Security Studies
The Master of Arts in Security Studies is a graduate program focused on preparing students to analyze and address contemporary international and national security challenges through interdisciplinary study.
-
E.
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.
- 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: Master of Military Operational Art and Science Triple: [Air Command and Staff College, grantsDegree, Master of Military Operational Art and Science]
Generated description
The Master of Military Operational Art and Science is a graduate-level professional military education degree focused on developing advanced expertise in operational planning, joint warfare, and leadership for mid-career military officers and defense professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master of Military Operational Art and Science Target entity description: The Master of Military Operational Art and Science is a graduate-level professional military education degree focused on developing advanced expertise in operational planning, joint warfare, and leadership for mid-career military officers and defense professionals.
-
A.
Master of Operational Studies
chosen
The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
-
B.
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.
-
C.
Elements of Military Art and Science
Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
-
D.
Master of Arts in Security Studies
The Master of Arts in Security Studies is a graduate program focused on preparing students to analyze and address contemporary international and national security challenges through interdisciplinary study.
-
E.
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.
- F. None of above.
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_69b402f36b2481909d4716e72a696e0d |
completed | March 13, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69b403b9e7ac8190917e7313279b1c46 |
completed | March 13, 2026, 12:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4086f6da4819084778dffa33ef116 |
completed | March 13, 2026, 12:51 p.m. |
Created at: March 8, 2026, 3:21 p.m.