Triple
T1951016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army John F. Kennedy Special Warfare Center and School |
E42155
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Special Warfare Medical Group
The Special Warfare Medical Group is a U.S. Army organization responsible for training and developing special operations medical personnel to support Army Special Forces and other elite units.
|
E227096
|
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: Special Warfare Medical Group | Statement: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Warfare Medical Group Context triple: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
-
A.
Special Warfare Education Group
The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
-
B.
Special Warfare Training Group
The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
-
C.
1st Special Operations Medical Group
The 1st Special Operations Medical Group is a U.S. Air Force medical unit that provides healthcare and medical support to special operations personnel and their families.
-
D.
Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
-
E.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
- 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: Special Warfare Medical Group Triple: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
Generated description
The Special Warfare Medical Group is a U.S. Army organization responsible for training and developing special operations medical personnel to support Army Special Forces and other elite units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Warfare Medical Group Target entity description: The Special Warfare Medical Group is a U.S. Army organization responsible for training and developing special operations medical personnel to support Army Special Forces and other elite units.
-
A.
Special Warfare Education Group
The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
-
B.
Special Warfare Training Group
The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
-
C.
1st Special Operations Medical Group
The 1st Special Operations Medical Group is a U.S. Air Force medical unit that provides healthcare and medical support to special operations personnel and their families.
-
D.
Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
-
E.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb34d94fc8190a5bf1e582c77c725 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0acad6408190ac31a3f817df1360 |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0b9c8d3881908582542da9176ede |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0f609210819093427e1d73b61198 |
completed | March 9, 2026, 12:08 a.m. |
Created at: March 4, 2026, 7:36 p.m.