Triple
T786933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operational Groups |
E16822
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
U.S. Army Special Forces (in doctrinal lineage)
The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
|
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: U.S. Army Special Forces (in doctrinal lineage) | Statement: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Forces (in doctrinal lineage) Context triple: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
-
A.
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.
-
B.
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.
-
C.
U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
-
D.
United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
-
E.
1st Special Forces Command (Airborne)
1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
- 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 Special Forces (in doctrinal lineage) Triple: [Operational Groups, successor, U.S. Army Special Forces (in doctrinal lineage)]
Generated description
The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Forces (in doctrinal lineage) Target entity description: The U.S. Army Special Forces are elite, highly trained units specializing in unconventional warfare, foreign internal defense, special reconnaissance, and direct action, often working closely with indigenous forces in politically sensitive environments.
-
A.
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.
-
B.
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.
-
C.
U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
-
D.
United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
-
E.
1st Special Forces Command (Airborne)
1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a78171908190a38a70274bfbebf9 |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6733e47148190bad0ac71cf45dd85 |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a673afbd308190863aea2ff0f650cb |
completed | March 3, 2026, 5:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6743f50d0819089885836b9668466 |
completed | March 3, 2026, 5:40 a.m. |
Created at: March 1, 2026, 7:38 p.m.