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.