Triple

T11260478
Position Surface form Disambiguated ID Type / Status
Subject 527th Space Aggressor Squadron E266547 entity
Predicate partOf P40 FINISHED
Object 57th Adversary Tactics Group
The 57th Adversary Tactics Group is a U.S. Air Force unit that provides realistic threat replication and training by emulating potential adversary air and space capabilities for combat readiness exercises.
 E914788 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: 57th Adversary Tactics Group | Statement: [527th Space Aggressor Squadron, partOf, 57th Adversary Tactics Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 57th Adversary Tactics Group
Context triple: [527th Space Aggressor Squadron, partOf, 57th Adversary Tactics Group]
  • A. 377th Security Forces Group
    The 377th Security Forces Group is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations.
  • B. 27th Special Operations Group
    The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
  • C. 724th Special Tactics Group
    The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.
  • D. 55th Mission Support Group
    The 55th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 55th Wing and associated missions.
  • E. 57th Mission Support Group
    The 57th Mission Support Group is a U.S. Air Force unit that provides essential base, personnel, logistics, and infrastructure support to enable the operations of the 57th Wing.
  • 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: 57th Adversary Tactics Group
Triple: [527th Space Aggressor Squadron, partOf, 57th Adversary Tactics Group]
Generated description
The 57th Adversary Tactics Group is a U.S. Air Force unit that provides realistic threat replication and training by emulating potential adversary air and space capabilities for combat readiness exercises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 57th Adversary Tactics Group
Target entity description: The 57th Adversary Tactics Group is a U.S. Air Force unit that provides realistic threat replication and training by emulating potential adversary air and space capabilities for combat readiness exercises.
  • A. 377th Security Forces Group
    The 377th Security Forces Group is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations.
  • B. 27th Special Operations Group
    The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
  • C. 724th Special Tactics Group
    The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.
  • D. 55th Mission Support Group
    The 55th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 55th Wing and associated missions.
  • E. 57th Mission Support Group
    The 57th Mission Support Group is a U.S. Air Force unit that provides essential base, personnel, logistics, and infrastructure support to enable the operations of the 57th Wing.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.