Triple

T3358158
Position Surface form Disambiguated ID Type / Status
Subject 509th Composite Group E70653 entity
Predicate component P35 FINISHED
Object 1027th Materiel Squadron
The 1027th Materiel Squadron was a U.S. Army Air Forces logistics and supply unit that supported the operations of the 509th Composite Group during World War II.
 E351030 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: 1027th Materiel Squadron | Statement: [509th Composite Group, component, 1027th Materiel Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 1027th Materiel Squadron
Context triple: [509th Composite Group, component, 1027th Materiel Squadron]
  • A. 1st Special Operations Maintenance Group
    The 1st Special Operations Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistics support to special operations aircraft and missions.
  • B. 823rd RED HORSE Squadron
    The 823rd RED HORSE Squadron is a U.S. Air Force rapid engineer deployable heavy construction unit specializing in expeditionary airfield and infrastructure construction in austere environments.
  • C. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • D. 611th Civil Engineer Squadron
    The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
  • E. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • 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: 1027th Materiel Squadron
Triple: [509th Composite Group, component, 1027th Materiel Squadron]
Generated description
The 1027th Materiel Squadron was a U.S. Army Air Forces logistics and supply unit that supported the operations of the 509th Composite Group during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 1027th Materiel Squadron
Target entity description: The 1027th Materiel Squadron was a U.S. Army Air Forces logistics and supply unit that supported the operations of the 509th Composite Group during World War II.
  • A. 1st Special Operations Maintenance Group
    The 1st Special Operations Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistics support to special operations aircraft and missions.
  • B. 823rd RED HORSE Squadron
    The 823rd RED HORSE Squadron is a U.S. Air Force rapid engineer deployable heavy construction unit specializing in expeditionary airfield and infrastructure construction in austere environments.
  • C. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • D. 611th Civil Engineer Squadron
    The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
  • E. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb26523cc819091006fde7beb32e4 completed March 8, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3253e91988190bbfdafdf88ab0df1 completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b326cc82788190b68f1db043f21055 completed March 12, 2026, 8:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3276b55a0819094face2e56001921 completed March 12, 2026, 8:51 p.m.
Created at: March 8, 2026, 3:13 p.m.