Triple
T4842785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army badges |
E108215
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Flight Surgeon Badge
The Flight Surgeon Badge is a U.S. Army military insignia awarded to medical officers who are specially trained and qualified in aviation medicine and support of Army flight operations.
|
E473681
|
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: Flight Surgeon Badge | Statement: [U.S. Army badges, includes, Flight Surgeon Badge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flight Surgeon Badge Context triple: [U.S. Army badges, includes, Flight Surgeon Badge]
-
A.
Combat Medical Badge
The Combat Medical Badge is a U.S. Army decoration awarded to medical personnel who provide frontline medical support while actively engaged in ground combat.
-
B.
Expert Field Medical Badge
The Expert Field Medical Badge is a prestigious U.S. Army special skills badge awarded to military medical personnel who demonstrate exceptional proficiency in field medical care and soldier skills under rigorous testing conditions.
-
C.
Parachutist Badge
The Parachutist Badge is a U.S. military qualification insignia awarded to service members who complete airborne training and demonstrate proficiency in parachute operations.
-
D.
Air Force Achievement Medal
The Air Force Achievement Medal is a U.S. military decoration awarded to Air Force personnel for outstanding achievement or meritorious service of a lesser degree than that required for higher commendation medals.
-
E.
Distinguished Flying Cross and Bar
The Distinguished Flying Cross and Bar is a British military decoration awarded to officers and, later, other ranks of the Royal Air Force and other services for acts of valour, courage, or devotion to duty while flying in active operations against the enemy, with the "Bar" indicating a subsequent award of the same decoration.
- 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: Flight Surgeon Badge Triple: [U.S. Army badges, includes, Flight Surgeon Badge]
Generated description
The Flight Surgeon Badge is a U.S. Army military insignia awarded to medical officers who are specially trained and qualified in aviation medicine and support of Army flight operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flight Surgeon Badge Target entity description: The Flight Surgeon Badge is a U.S. Army military insignia awarded to medical officers who are specially trained and qualified in aviation medicine and support of Army flight operations.
-
A.
Combat Medical Badge
The Combat Medical Badge is a U.S. Army decoration awarded to medical personnel who provide frontline medical support while actively engaged in ground combat.
-
B.
Expert Field Medical Badge
The Expert Field Medical Badge is a prestigious U.S. Army special skills badge awarded to military medical personnel who demonstrate exceptional proficiency in field medical care and soldier skills under rigorous testing conditions.
-
C.
Parachutist Badge
The Parachutist Badge is a U.S. military qualification insignia awarded to service members who complete airborne training and demonstrate proficiency in parachute operations.
-
D.
Air Force Achievement Medal
The Air Force Achievement Medal is a U.S. military decoration awarded to Air Force personnel for outstanding achievement or meritorious service of a lesser degree than that required for higher commendation medals.
-
E.
Distinguished Flying Cross and Bar
The Distinguished Flying Cross and Bar is a British military decoration awarded to officers and, later, other ranks of the Royal Air Force and other services for acts of valour, courage, or devotion to duty while flying in active operations against the enemy, with the "Bar" indicating a subsequent award of the same decoration.
- 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_69bd4409b264819085ab855f3eb5381a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cff1b008190b537feea0e0cc88f |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5ccdf7a081909624f5cff787e688 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5dbb7abc819096f55477cab2d408 |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5e8540688190a6e475e128d79d2b |
completed | March 21, 2026, 9:01 a.m. |
Created at: March 20, 2026, 1:25 p.m.