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.