Triple

T1875460
Position Surface form Disambiguated ID Type / Status
Subject University of Louisiana at Monroe E39132 entity
Predicate operates P24 FINISHED
Object ULM School of Aviation
ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
 E209199 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: ULM School of Aviation | Statement: [University of Louisiana at Monroe, operates, ULM School of Aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ULM School of Aviation
Context triple: [University of Louisiana at Monroe, operates, ULM School of Aviation]
  • A. Embry–Riddle Aeronautical University
    Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.
  • B. Community College of the Air Force
    The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
  • C. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • D. Air Force Technical College
    Air Force Technical College is a premier Indian Air Force institution that trains and commissions technical officers and personnel in aeronautical engineering and related technologies.
  • E. Uçaksavar Campus
    Uçaksavar Campus is one of the campuses of Boğaziçi University in Istanbul, Turkey, housing various academic and administrative facilities.
  • 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: ULM School of Aviation
Triple: [University of Louisiana at Monroe, operates, ULM School of Aviation]
Generated description
ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ULM School of Aviation
Target entity description: ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
  • A. Embry–Riddle Aeronautical University
    Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.
  • B. Community College of the Air Force
    The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
  • C. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • D. Air Force Technical College
    Air Force Technical College is a premier Indian Air Force institution that trains and commissions technical officers and personnel in aeronautical engineering and related technologies.
  • E. Uçaksavar Campus
    Uçaksavar Campus is one of the campuses of Boğaziçi University in Istanbul, Turkey, housing various academic and administrative facilities.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d902ac8190a2d9bb6f683986e4 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf56e2748190a2044d33d29d8324 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69addfe46b388190b319043170253701 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade08d0ce0819097beb901dbb39d89 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:34 p.m.