Triple

T10699513
Position Surface form Disambiguated ID Type / Status
Subject 14 CFR Part 141 E252233 entity
Predicate comparedTo P278 FINISHED
Object Part 61, provides more structured training programs
Part 61 is a section of U.S. Federal Aviation Regulations that outlines the requirements for pilot certification through more flexible, less formally structured training than Part 141 programs.
E880923 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: Part 61, provides more structured training programs | Statement: [14 CFR Part 141, comparedTo, Part 61, provides more structured training programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Part 61, provides more structured training programs
Context triple: [14 CFR Part 141, comparedTo, Part 61, provides more structured training programs]
  • A. Specialized Training Program
    The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
  • B. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • C. One Station Unit Training programs
    One Station Unit Training programs are integrated U.S. Army courses that combine basic combat training and advanced individual training into a single continuous program for new soldiers.
  • D. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • E. Regular Officer Training Plan
    The Regular Officer Training Plan is a Canadian Armed Forces program that educates and trains officer cadets at institutions like the Royal Military College of Canada while sponsoring their university studies in return for subsequent military service.
  • 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: Part 61, provides more structured training programs
Triple: [14 CFR Part 141, comparedTo, Part 61, provides more structured training programs]
Generated description
Part 61 is a section of U.S. Federal Aviation Regulations that outlines the requirements for pilot certification through more flexible, less formally structured training than Part 141 programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Part 61, provides more structured training programs
Target entity description: Part 61 is a section of U.S. Federal Aviation Regulations that outlines the requirements for pilot certification through more flexible, less formally structured training than Part 141 programs.
  • A. Specialized Training Program
    The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
  • B. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • C. One Station Unit Training programs
    One Station Unit Training programs are integrated U.S. Army courses that combine basic combat training and advanced individual training into a single continuous program for new soldiers.
  • D. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • E. Regular Officer Training Plan
    The Regular Officer Training Plan is a Canadian Armed Forces program that educates and trains officer cadets at institutions like the Royal Military College of Canada while sponsoring their university studies in return for subsequent military service.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd8abd7c81909c274aa1699a3695 completed April 9, 2026, 1:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998ed78e481908537ae10d55e6f65 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8534688190b312b737e0b9cd53 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadcb861a08190bb9f64a91117f35d completed April 11, 2026, 11:43 p.m.
Created at: April 8, 2026, 9:12 p.m.