Triple

T13105346
Position Surface form Disambiguated ID Type / Status
Subject FPDS-NG E310828 entity
Predicate regulatoryBasis P125 FINISHED
Object FAR Subpart 4.6
FAR Subpart 4.6 is a section of the Federal Acquisition Regulation that establishes policies and procedures for maintaining and reporting federal contract action data.
E1023343 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 Subpart 4.6 | Statement: [FPDS-NG, regulatoryBasis, FAR Subpart 4.6]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAR Subpart 4.6
Context triple: [FPDS-NG, regulatoryBasis, FAR Subpart 4.6]
  • A. FAR Part 52 – Solicitation Provisions and Contract Clauses
    FAR Part 52 – Solicitation Provisions and Contract Clauses is the section of the Federal Acquisition Regulation that prescribes the standard clauses and provisions to be used in U.S. federal government solicitations and contracts.
  • B. FAR Part 12 – Acquisition of Commercial Products and Commercial Services
    FAR Part 12 – Acquisition of Commercial Products and Commercial Services is the section of the Federal Acquisition Regulation that prescribes policies and procedures for the government’s purchase of commercial items using streamlined, market-based acquisition methods.
  • C. FAR Part 2 – Definitions of Words and Terms
    FAR Part 2 – Definitions of Words and Terms is the section of the Federal Acquisition Regulation that provides standardized definitions for key terms used throughout federal procurement regulations and contracts.
  • D. FARs
    FARs are the comprehensive set of rules issued by the U.S. Federal Aviation Administration that govern all aspects of civil aviation operations, certification, and safety.
  • E. FAR Part 15 – Contracting by Negotiation
    FAR Part 15 – Contracting by Negotiation is the section of the Federal Acquisition Regulation that governs the policies and procedures for competitive and noncompetitive negotiated procurements by U.S. federal agencies.
  • 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 Subpart 4.6
Triple: [FPDS-NG, regulatoryBasis, FAR Subpart 4.6]
Generated description
FAR Subpart 4.6 is a section of the Federal Acquisition Regulation that establishes policies and procedures for maintaining and reporting federal contract action data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAR Subpart 4.6
Target entity description: FAR Subpart 4.6 is a section of the Federal Acquisition Regulation that establishes policies and procedures for maintaining and reporting federal contract action data.
  • A. FAR Part 52 – Solicitation Provisions and Contract Clauses
    FAR Part 52 – Solicitation Provisions and Contract Clauses is the section of the Federal Acquisition Regulation that prescribes the standard clauses and provisions to be used in U.S. federal government solicitations and contracts.
  • B. FAR Part 12 – Acquisition of Commercial Products and Commercial Services
    FAR Part 12 – Acquisition of Commercial Products and Commercial Services is the section of the Federal Acquisition Regulation that prescribes policies and procedures for the government’s purchase of commercial items using streamlined, market-based acquisition methods.
  • C. FAR Part 2 – Definitions of Words and Terms
    FAR Part 2 – Definitions of Words and Terms is the section of the Federal Acquisition Regulation that provides standardized definitions for key terms used throughout federal procurement regulations and contracts.
  • D. FARs
    FARs are the comprehensive set of rules issued by the U.S. Federal Aviation Administration that govern all aspects of civil aviation operations, certification, and safety.
  • E. FAR Part 15 – Contracting by Negotiation
    FAR Part 15 – Contracting by Negotiation is the section of the Federal Acquisition Regulation that governs the policies and procedures for competitive and noncompetitive negotiated procurements by U.S. federal agencies.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98154c9f48190aeca779d97151759 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27a325c8190a5c0f1a582340078 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9:05 p.m.