Triple
T12842526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Special Operator Insignia |
E307084
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Air Force Special Operations insignia
The Air Force Special Operations insignia is a distinctive emblem worn by U.S. Air Force personnel in special operations units, symbolizing their elite status, specialized training, and unique mission capabilities.
|
E1006008
|
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: Air Force Special Operations insignia | Statement: [Marine Special Operator Insignia, relatedTo, Air Force Special Operations insignia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Force Special Operations insignia Context triple: [Marine Special Operator Insignia, relatedTo, Air Force Special Operations insignia]
-
A.
Emblem of Sixteenth Air Force
The Emblem of Sixteenth Air Force is the official heraldic insignia representing the U.S. Air Force’s Sixteenth Air Force, symbolizing its mission, heritage, and identity.
-
B.
Air Force Pilot Badge
The Air Force Pilot Badge is a military aviation insignia worn by qualified United States Air Force pilots to signify their aeronautical rating and status as rated aircrew.
-
C.
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.
-
D.
U.S. Army shoulder sleeve insignia
U.S. Army shoulder sleeve insignia are distinctive cloth emblems worn on the uniform sleeves to identify a soldier’s unit, formation, or command within the Army.
-
E.
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.
- 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: Air Force Special Operations insignia Triple: [Marine Special Operator Insignia, relatedTo, Air Force Special Operations insignia]
Generated description
The Air Force Special Operations insignia is a distinctive emblem worn by U.S. Air Force personnel in special operations units, symbolizing their elite status, specialized training, and unique mission capabilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Force Special Operations insignia Target entity description: The Air Force Special Operations insignia is a distinctive emblem worn by U.S. Air Force personnel in special operations units, symbolizing their elite status, specialized training, and unique mission capabilities.
-
A.
Emblem of Sixteenth Air Force
The Emblem of Sixteenth Air Force is the official heraldic insignia representing the U.S. Air Force’s Sixteenth Air Force, symbolizing its mission, heritage, and identity.
-
B.
Air Force Pilot Badge
The Air Force Pilot Badge is a military aviation insignia worn by qualified United States Air Force pilots to signify their aeronautical rating and status as rated aircrew.
-
C.
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.
-
D.
U.S. Army shoulder sleeve insignia
U.S. Army shoulder sleeve insignia are distinctive cloth emblems worn on the uniform sleeves to identify a soldier’s unit, formation, or command within the Army.
-
E.
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.
- F. None of above. chosen
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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96ff2ab60819085561a3120189985 |
completed | April 10, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b9dc1e48190993430956e0fcfdc |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69ca6358c8190bb076249864f81a8 |
completed | May 3, 2026, 12:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69dc8b86c81908557fa8538e942de |
completed | May 3, 2026, 12:58 a.m. |
Created at: April 9, 2026, 5:35 p.m.