Triple
T1950961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USASOC |
E42154
|
entity |
| Predicate | nickname |
P55
|
FINISHED |
| Object |
Army Special Operations
Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
|
E1251
|
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 | Statement: [USASOC, nickname, Army Special Operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army Special Operations Context triple: [USASOC, nickname, Army Special Operations]
-
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.
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.
-
C.
Special Operations
Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
-
D.
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.
-
E.
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.
- 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 Triple: [USASOC, nickname, Army Special Operations]
Generated description
Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army Special Operations Target entity description: Army Special Operations refers to the U.S. Army’s elite special operations forces responsible for conducting high-risk, specialized missions such as unconventional warfare, counterterrorism, and special reconnaissance worldwide.
-
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.
Special Forces Branch
chosen
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.
-
C.
Special Operations
Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
-
D.
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.
-
E.
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.
- 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_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_69adfbc3cf6881909d42a04be18c3c73 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfcd009d88190ba7f380aa1c82300 |
completed | March 8, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd946b6081908ab6358d0f237a58 |
completed | March 8, 2026, 10:52 p.m. |
Created at: March 4, 2026, 7:36 p.m.