Triple
T9418844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Warfare Medical Group |
E227096
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Army special operations medical system
The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
|
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: Army special operations medical system | Statement: [Special Warfare Medical Group, partOf, Army special operations medical system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army special operations medical system Context triple: [Special Warfare Medical Group, partOf, Army special operations medical system]
-
A.
Special Operations Forces Health Services
Special Operations Forces Health Services is a specialized Canadian military medical unit that provides dedicated healthcare and operational medical support to Canada’s special operations forces.
-
B.
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.
-
C.
Military Emergency Unit
The Military Emergency Unit is a specialized branch of Spain’s armed forces dedicated to responding to natural disasters, major emergencies, and other civil protection crises within the country and abroad.
-
D.
Special Forces
Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
-
E.
U.S. military health system
The U.S. military health system is the integrated network of medical facilities, personnel, and programs that provides healthcare services to active-duty service members, military retirees, and their families.
- 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: Army special operations medical system Triple: [Special Warfare Medical Group, partOf, Army special operations medical system]
Generated description
The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army special operations medical system Target entity description: The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
-
A.
Special Operations Forces Health Services
Special Operations Forces Health Services is a specialized Canadian military medical unit that provides dedicated healthcare and operational medical support to Canada’s special operations forces.
-
B.
Special Warfare Medical Group
chosen
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.
-
C.
Military Emergency Unit
The Military Emergency Unit is a specialized branch of Spain’s armed forces dedicated to responding to natural disasters, major emergencies, and other civil protection crises within the country and abroad.
-
D.
Special Forces
Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
-
E.
U.S. military health system
The U.S. military health system is the integrated network of medical facilities, personnel, and programs that provides healthcare services to active-duty service members, military retirees, and their families.
- 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_69ca84359e7c819091148ba4b670e436 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd68cd1e3481909abcb715e2398120 |
completed | April 1, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d107c4d73881909ac38781fe90b1da |
completed | April 4, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_69d1085a980c8190b4c6d811b07ab180 |
completed | April 4, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1093f440481909aa27287019191ac |
completed | April 4, 2026, 12:51 p.m. |
Created at: March 30, 2026, 7:48 p.m.