Triple
T4445154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Operations Command Korea |
E96266
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Army special operations forces
Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
|
E35862
|
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 forces | Statement: [Special Operations Command Korea, hasComponent, Army special operations forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army special operations forces Context triple: [Special Operations Command Korea, hasComponent, Army special operations forces]
-
A.
Special Operations Forces
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
B.
Army Special Forces Command
Army Special Forces Command is the Indonesian Army’s elite special operations unit, known for conducting high-risk missions such as counter-terrorism, unconventional warfare, and special reconnaissance.
-
C.
Army Special Forces Command
Army Special Forces Command is the French Army’s elite special operations formation responsible for conducting high-risk, specialized military missions in support of national and allied objectives.
-
D.
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.
-
E.
Special Forces Command
Special Forces Command is the elite special operations formation of the Swiss Armed Forces, responsible for high-risk missions such as counterterrorism, reconnaissance, and hostage rescue.
- 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 forces Triple: [Special Operations Command Korea, hasComponent, Army special operations forces]
Generated description
Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army special operations forces Target entity description: Army special operations forces are elite, highly trained military units specializing in unconventional warfare, direct action, special reconnaissance, and other high-risk missions often conducted behind enemy lines.
-
A.
Special Operations Forces
chosen
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
B.
Army Special Forces Command
Army Special Forces Command is the Indonesian Army’s elite special operations unit, known for conducting high-risk missions such as counter-terrorism, unconventional warfare, and special reconnaissance.
-
C.
Army Special Forces Command
Army Special Forces Command is the French Army’s elite special operations formation responsible for conducting high-risk, specialized military missions in support of national and allied objectives.
-
D.
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.
-
E.
Special Forces Command
Special Forces Command is the elite special operations formation of the Swiss Armed Forces, responsible for high-risk missions such as counterterrorism, reconnaissance, and hostage rescue.
- 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355d00c288190a4f3fec29b5d85b2 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b613850eb88190b689a632b0e2b374 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61464b0dc81909cab007115435b8b |
completed | March 15, 2026, 2:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6151440648190bf8c1c95e20caf13 |
completed | March 15, 2026, 2:10 a.m. |
Created at: March 12, 2026, 11:32 p.m.