Triple
T19723855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Driver and Mechanic Badge |
E473673
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
U.S. Army marksmanship badges
U.S. Army marksmanship badges are military awards that recognize soldiers’ proficiency and achievement in various weapons and shooting disciplines.
|
E473680
|
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 marksmanship badges | Statement: [Driver and Mechanic Badge, relatedTo, U.S. Army marksmanship badges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army marksmanship badges Context triple: [Driver and Mechanic Badge, relatedTo, U.S. Army marksmanship badges]
-
A.
Marksmanship Qualification Badge
The Marksmanship Qualification Badge is a U.S. military award that recognizes a service member’s proficiency with individual weapons, typically in levels such as Marksman, Sharpshooter, and Expert.
-
B.
Distinguished Pistol Shot Badge
The Distinguished Pistol Shot Badge is a prestigious U.S. military marksmanship award presented to shooters who demonstrate exceptional skill and achievement in pistol competition.
-
C.
Civilian Marksmanship Program
The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
-
D.
Distinguished Rifleman Badge
The Distinguished Rifleman Badge is a prestigious U.S. marksmanship award presented to civilian and military shooters who demonstrate exceptional skill in rifle competition.
-
E.
U.S. Army Marksmanship Unit
The U.S. Army Marksmanship Unit is an elite U.S. Army organization dedicated to developing top-tier military marksmen, competing in national and international shooting events, and advancing small-arms skills and training.
- 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 marksmanship badges Triple: [Driver and Mechanic Badge, relatedTo, U.S. Army marksmanship badges]
Generated description
U.S. Army marksmanship badges are military awards that recognize soldiers’ proficiency and achievement in various weapons and shooting disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army marksmanship badges Target entity description: U.S. Army marksmanship badges are military awards that recognize soldiers’ proficiency and achievement in various weapons and shooting disciplines.
-
A.
Marksmanship Qualification Badge
chosen
The Marksmanship Qualification Badge is a U.S. military award that recognizes a service member’s proficiency with individual weapons, typically in levels such as Marksman, Sharpshooter, and Expert.
-
B.
Distinguished Pistol Shot Badge
The Distinguished Pistol Shot Badge is a prestigious U.S. military marksmanship award presented to shooters who demonstrate exceptional skill and achievement in pistol competition.
-
C.
Civilian Marksmanship Program
The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
-
D.
Distinguished Rifleman Badge
The Distinguished Rifleman Badge is a prestigious U.S. marksmanship award presented to civilian and military shooters who demonstrate exceptional skill in rifle competition.
-
E.
U.S. Army Marksmanship Unit
The U.S. Army Marksmanship Unit is an elite U.S. Army organization dedicated to developing top-tier military marksmen, competing in national and international shooting events, and advancing small-arms skills and training.
- 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e649f64984819097882c44098b1643 |
completed | April 20, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07b4ec24548190826f8dc75f1de8b7 |
completed | May 16, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_6a07b7600d788190821ed051d074c190 |
completed | May 16, 2026, 12:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07b7c789688190aed9fabf4c68fe1b |
completed | May 16, 2026, 12:18 a.m. |
Created at: April 10, 2026, 1:46 p.m.