Triple

T20507578
Position Surface form Disambiguated ID Type / Status
Subject Malmstrom Air Force Base E503473 entity
Predicate hostsUnit P3556 FINISHED
Object 341st Security Forces Group
The 341st Security Forces Group is a U.S. Air Force unit responsible for providing security and force protection, particularly for intercontinental ballistic missile operations, at Malmstrom Air Force Base in Montana.
 E1434539 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: 341st Security Forces Group | Statement: [Malmstrom Air Force Base, hostsUnit, 341st Security Forces Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 341st Security Forces Group
Context triple: [Malmstrom Air Force Base, hostsUnit, 341st Security Forces 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. 213th Regional Support Group
    The 213th Regional Support Group is a Pennsylvania Army National Guard unit responsible for providing logistical, administrative, and operational support to subordinate and supported units.
  • C. 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.
  • D. 36th Security Forces Squadron
    The 36th Security Forces Squadron is a United States Air Force unit responsible for law enforcement, security, and force protection operations for the 36th Wing at Andersen Air Force Base, Guam.
  • E. 37th Security Forces Squadron
    The 37th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Joint Base San Antonio–Lackland.
  • 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: 341st Security Forces Group
Triple: [Malmstrom Air Force Base, hostsUnit, 341st Security Forces Group]
Generated description
The 341st Security Forces Group is a U.S. Air Force unit responsible for providing security and force protection, particularly for intercontinental ballistic missile operations, at Malmstrom Air Force Base in Montana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 341st Security Forces Group
Target entity description: The 341st Security Forces Group is a U.S. Air Force unit responsible for providing security and force protection, particularly for intercontinental ballistic missile operations, at Malmstrom Air Force Base in Montana.
  • 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. 213th Regional Support Group
    The 213th Regional Support Group is a Pennsylvania Army National Guard unit responsible for providing logistical, administrative, and operational support to subordinate and supported units.
  • C. 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.
  • D. 36th Security Forces Squadron
    The 36th Security Forces Squadron is a United States Air Force unit responsible for law enforcement, security, and force protection operations for the 36th Wing at Andersen Air Force Base, Guam.
  • E. 37th Security Forces Squadron
    The 37th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Joint Base San Antonio–Lackland.
  • 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_69e0b4b1e52c8190894281cf7e3283ab completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69dc8f3c881908ed2e0257a057e73 completed April 20, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893c3839c8190aa20c6644a089a0b completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a089557444c819080d70a64596900f5 completed May 16, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0895de2b04819096246c63c3db5513 completed May 16, 2026, 4:05 p.m.
Created at: April 16, 2026, 11:36 a.m.