Triple

T12915512
Position Surface form Disambiguated ID Type / Status
Subject Federal Acquisition Regulation E308969 entity
Predicate hasPart P35 FINISHED
Object FAR Part 19 – Small Business Programs
FAR Part 19 – Small Business Programs is the section of the Federal Acquisition Regulation that governs how federal agencies promote, set aside, and administer contracts for small businesses and related socioeconomic programs.
E1008661 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: FAR Part 19 – Small Business Programs | Statement: [Federal Acquisition Regulation, hasPart, FAR Part 19 – Small Business Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAR Part 19 – Small Business Programs
Context triple: [Federal Acquisition Regulation, hasPart, FAR Part 19 – Small Business Programs]
  • A. 14 CFR Part 129
    14 CFR Part 129 is a section of the U.S. aviation regulations that sets operating requirements for foreign air carriers and foreign operators conducting flights to and from the United States.
  • B. FAA Part 23
    FAA Part 23 is a set of U.S. Federal Aviation Administration airworthiness standards that governs the design and certification of small airplanes.
  • C. 14 CFR Part 401
    14 CFR Part 401 is a section of U.S. federal aviation and space regulations that sets definitions, licensing, and procedural requirements for commercial space transportation activities overseen by the Federal Aviation Administration.
  • D. 14 CFR Part 150
    14 CFR Part 150 is a U.S. Federal Aviation Administration regulation that establishes the process and standards for airport noise compatibility planning and noise exposure mapping.
  • E. 14 CFR Part 420
    14 CFR Part 420 is a U.S. Federal Aviation Administration regulation that sets licensing and safety requirements for the operation of commercial space launch sites (launch ranges).
  • 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: FAR Part 19 – Small Business Programs
Triple: [Federal Acquisition Regulation, hasPart, FAR Part 19 – Small Business Programs]
Generated description
FAR Part 19 – Small Business Programs is the section of the Federal Acquisition Regulation that governs how federal agencies promote, set aside, and administer contracts for small businesses and related socioeconomic programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAR Part 19 – Small Business Programs
Target entity description: FAR Part 19 – Small Business Programs is the section of the Federal Acquisition Regulation that governs how federal agencies promote, set aside, and administer contracts for small businesses and related socioeconomic programs.
  • A. 14 CFR Part 129
    14 CFR Part 129 is a section of the U.S. aviation regulations that sets operating requirements for foreign air carriers and foreign operators conducting flights to and from the United States.
  • B. FAA Part 23
    FAA Part 23 is a set of U.S. Federal Aviation Administration airworthiness standards that governs the design and certification of small airplanes.
  • C. 14 CFR Part 401
    14 CFR Part 401 is a section of U.S. federal aviation and space regulations that sets definitions, licensing, and procedural requirements for commercial space transportation activities overseen by the Federal Aviation Administration.
  • D. 14 CFR Part 150
    14 CFR Part 150 is a U.S. Federal Aviation Administration regulation that establishes the process and standards for airport noise compatibility planning and noise exposure mapping.
  • E. 14 CFR Part 420
    14 CFR Part 420 is a U.S. Federal Aviation Administration regulation that sets licensing and safety requirements for the operation of commercial space launch sites (launch ranges).
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971a0d6508190bca9668e9e06abfe completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a571a3e48190a32d362adc6eaee2 completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a66cd21081909283d70e0f5d06cb completed May 3, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:41 p.m.