Triple

T7940711
Position Surface form Disambiguated ID Type / Status
Subject 325th Mission Support Group E184380 entity
Predicate component P35 FINISHED
Object 325th Communications Squadron
The 325th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support to operations at Tyndall Air Force Base under the 325th Mission Support Group.
 E712100 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: 325th Communications Squadron | Statement: [325th Mission Support Group, component, 325th Communications Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 325th Communications Squadron
Context triple: [325th Mission Support Group, component, 325th Communications Squadron]
  • A. 325th Security Forces Squadron
    The 325th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Tyndall Air Force Base.
  • B. 325th Force Support Squadron
    The 325th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for the 325th Fighter Wing community.
  • C. 54th Combat Communications Squadron
    The 54th Combat Communications Squadron is a U.S. Space Force unit that provides rapidly deployable communications and cyber support for space operations and joint forces.
  • D. 316th Communications Squadron
    The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
  • E. 325th Maintenance Group
    The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
  • 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: 325th Communications Squadron
Triple: [325th Mission Support Group, component, 325th Communications Squadron]
Generated description
The 325th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support to operations at Tyndall Air Force Base under the 325th Mission Support Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 325th Communications Squadron
Target entity description: The 325th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support to operations at Tyndall Air Force Base under the 325th Mission Support Group.
  • A. 325th Security Forces Squadron
    The 325th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Tyndall Air Force Base.
  • B. 325th Force Support Squadron
    The 325th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for the 325th Fighter Wing community.
  • C. 54th Combat Communications Squadron
    The 54th Combat Communications Squadron is a U.S. Space Force unit that provides rapidly deployable communications and cyber support for space operations and joint forces.
  • D. 316th Communications Squadron
    The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
  • E. 325th Maintenance Group
    The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0ac8bc8190b4e4f79b15c316b3 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc937366b8819091f08f8f7facf6f6 completed April 1, 2026, 3:39 a.m.
NEDg Description generation batch_69cc955542fc8190a84be60f4efea915 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc964c6b308190ae121072b1180268 completed April 1, 2026, 3:51 a.m.
Created at: March 30, 2026, 5:08 p.m.