Triple
T470640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Cyber School |
E8546
|
entity |
| Predicate | supportsBranch |
P1204
|
FINISHED |
| Object |
U.S. Army Electronic Warfare career field
The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
|
E8546
|
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: U.S. Army Electronic Warfare career field | Statement: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Electronic Warfare career field Context triple: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
-
A.
United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
-
B.
U.S. Army Cyber School
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
-
C.
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.
-
D.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
-
E.
Army Space and Missile Defense School
The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
- 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: U.S. Army Electronic Warfare career field Triple: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
Generated description
The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Electronic Warfare career field Target entity description: The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
-
A.
United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
-
B.
U.S. Army Cyber School
chosen
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
-
C.
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.
-
D.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
-
E.
Army Space and Missile Defense School
The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2f01ec5148190b74e1727712f1163 |
completed | Feb. 28, 2026, 1:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a462f9f1b88190a6c51368b5f80c5f |
completed | March 1, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69a463afec188190893dec4417cb774c |
completed | March 1, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4640129008190b7b69a87dd342936 |
completed | March 1, 2026, 4:06 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.