Triple
T4794240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Forces shoulder sleeve insignia |
E106672
|
entity |
| Predicate | distinctFrom |
P1612
|
FINISHED |
| Object |
Special Forces branch insignia
The Special Forces branch insignia is the U.S. Army emblem featuring a V-42 stiletto dagger over crossed arrows, symbolizing the heritage and unconventional warfare mission of Army Special Forces.
|
E10218
|
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: Special Forces branch insignia | Statement: [Special Forces shoulder sleeve insignia, distinctFrom, Special Forces branch insignia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Forces branch insignia Context triple: [Special Forces shoulder sleeve insignia, distinctFrom, Special Forces branch insignia]
-
A.
Special Forces shoulder sleeve insignia
The Special Forces shoulder sleeve insignia is a U.S. Army uniform patch that identifies soldiers assigned to Special Forces units, featuring the iconic dagger and arrows emblem.
-
B.
U.S. Army branch insignia system
The U.S. Army branch insignia system is the standardized set of distinctive metal emblems worn on uniforms to identify a soldier’s specific branch or functional area within the Army.
-
C.
U.S. Army distinctive unit insignia
U.S. Army distinctive unit insignia are small metal heraldic emblems worn by soldiers to represent and identify their specific regiment, battalion, or similar unit.
-
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.
Marine Special Operator Insignia
The Marine Special Operator Insignia is a distinctive breast badge worn by qualified U.S. Marine Corps special operations personnel, symbolizing their status and training within Marine Forces Special Operations Command (MARSOC).
- 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: Special Forces branch insignia Triple: [Special Forces shoulder sleeve insignia, distinctFrom, Special Forces branch insignia]
Generated description
The Special Forces branch insignia is the U.S. Army emblem featuring a V-42 stiletto dagger over crossed arrows, symbolizing the heritage and unconventional warfare mission of Army Special Forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Forces branch insignia Target entity description: The Special Forces branch insignia is the U.S. Army emblem featuring a V-42 stiletto dagger over crossed arrows, symbolizing the heritage and unconventional warfare mission of Army Special Forces.
-
A.
Special Forces shoulder sleeve insignia
The Special Forces shoulder sleeve insignia is a U.S. Army uniform patch that identifies soldiers assigned to Special Forces units, featuring the iconic dagger and arrows emblem.
-
B.
U.S. Army branch insignia system
chosen
The U.S. Army branch insignia system is the standardized set of distinctive metal emblems worn on uniforms to identify a soldier’s specific branch or functional area within the Army.
-
C.
U.S. Army distinctive unit insignia
U.S. Army distinctive unit insignia are small metal heraldic emblems worn by soldiers to represent and identify their specific regiment, battalion, or similar unit.
-
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.
Marine Special Operator Insignia
The Marine Special Operator Insignia is a distinctive breast badge worn by qualified U.S. Marine Corps special operations personnel, symbolizing their status and training within Marine Forces Special Operations Command (MARSOC).
- 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_69bd43f591c881909e5a532388b0f3f3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd66088d588190839acfbac6e1c3dd |
completed | March 20, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43f0be108190aebcc9b1a824e624 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be44b374a081908862ebad48332d16 |
completed | March 21, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4530fe5c8190aa976151cdd5bc7a |
completed | March 21, 2026, 7:13 a.m. |
Created at: March 20, 2026, 1:22 p.m.