Triple

T13106698

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Supply Schedules Program	`E310859`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Governmentwide Acquisition Contracts Governmentwide Acquisition Contracts are long-term, governmentwide contracts used by U.S. federal agencies to efficiently purchase a broad range of IT and professional services from pre-vetted vendors.	`E1023381`	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: Governmentwide Acquisition Contracts | Statement: [Federal Supply Schedules Program, relatedTo, Governmentwide Acquisition Contracts]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Governmentwide Acquisition Contracts
Context triple: [Federal Supply Schedules Program, relatedTo, Governmentwide Acquisition Contracts]

A. Federal Supply Schedules Program
The Federal Supply Schedules Program is a U.S. General Services Administration procurement program that provides government agencies with pre-negotiated contracts for a wide range of commercial products and services at volume-discounted prices.
B. GSA Schedules Program
The GSA Schedules Program is a U.S. federal government contracting vehicle that streamlines the purchase of commercial products and services by pre-negotiating prices, terms, and conditions with approved vendors.
C. Federal Acquisition Circulars
Federal Acquisition Circulars are official periodic documents issued by the U.S. government to announce and implement changes to the Federal Acquisition Regulation governing federal procurement.
D. Federal Acquisition Regulation
The Federal Acquisition Regulation is the primary set of rules governing how U.S. federal agencies procure goods and services from contractors.
E. GSA Acquisition Regulation
The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
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: Governmentwide Acquisition Contracts
Triple: [Federal Supply Schedules Program, relatedTo, Governmentwide Acquisition Contracts]

Generated description

Governmentwide Acquisition Contracts are long-term, governmentwide contracts used by U.S. federal agencies to efficiently purchase a broad range of IT and professional services from pre-vetted vendors.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Governmentwide Acquisition Contracts
Target entity description: Governmentwide Acquisition Contracts are long-term, governmentwide contracts used by U.S. federal agencies to efficiently purchase a broad range of IT and professional services from pre-vetted vendors.

A. Federal Supply Schedules Program
The Federal Supply Schedules Program is a U.S. General Services Administration procurement program that provides government agencies with pre-negotiated contracts for a wide range of commercial products and services at volume-discounted prices.
B. GSA Schedules Program
The GSA Schedules Program is a U.S. federal government contracting vehicle that streamlines the purchase of commercial products and services by pre-negotiating prices, terms, and conditions with approved vendors.
C. Federal Acquisition Circulars
Federal Acquisition Circulars are official periodic documents issued by the U.S. government to announce and implement changes to the Federal Acquisition Regulation governing federal procurement.
D. Federal Acquisition Regulation
The Federal Acquisition Regulation is the primary set of rules governing how U.S. federal agencies procure goods and services from contractors.
E. GSA Acquisition Regulation
The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
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.