Triple

T13106724

Position	Surface form	Disambiguated ID	Type / Status
Subject	GSA Schedules Program	`E310860`	entity
Predicate	includes	`P1393`	FINISHED
Object	Professional Services Schedule (now part of MAS Professional Services Large Category) The Professional Services Schedule, now part of the MAS Professional Services Large Category, is a U.S. General Services Administration contracting vehicle that streamlines federal procurement of a wide range of professional and consulting services from pre-vetted vendors.	`E1023384`	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: Professional Services Schedule (now part of MAS Professional Services Large Category) | Statement: [GSA Schedules Program, includes, Professional Services Schedule (now part of MAS Professional Services Large Category)]

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

Target entity: Professional Services Schedule (now part of MAS Professional Services Large Category)
Context triple: [GSA Schedules Program, includes, Professional Services Schedule (now part of MAS Professional Services Large Category)]

A. Deltek
Deltek is a software company specializing in enterprise resource planning and project-based solutions for government contractors and professional services firms.
B. Statewide Accounting and Reporting Services
Statewide Accounting and Reporting Services is a division of Oregon’s central administrative agency that oversees statewide financial accounting standards, reporting, and related fiscal policies for state government.
C. MSP
MSP is the primary statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the Commonwealth of Massachusetts.
D. MSP
MSP is the primary international airport serving the Minneapolis–Saint Paul metropolitan area in Minnesota, USA.
E. MSP
MSP is the vehicle registration code for the Main-Spessart district in the German state of Bavaria.
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: Professional Services Schedule (now part of MAS Professional Services Large Category)
Triple: [GSA Schedules Program, includes, Professional Services Schedule (now part of MAS Professional Services Large Category)]

Generated description

The Professional Services Schedule, now part of the MAS Professional Services Large Category, is a U.S. General Services Administration contracting vehicle that streamlines federal procurement of a wide range of professional and consulting services from pre-vetted vendors.

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

Target entity: Professional Services Schedule (now part of MAS Professional Services Large Category)
Target entity description: The Professional Services Schedule, now part of the MAS Professional Services Large Category, is a U.S. General Services Administration contracting vehicle that streamlines federal procurement of a wide range of professional and consulting services from pre-vetted vendors.

A. Deltek
Deltek is a software company specializing in enterprise resource planning and project-based solutions for government contractors and professional services firms.
B. Statewide Accounting and Reporting Services
Statewide Accounting and Reporting Services is a division of Oregon’s central administrative agency that oversees statewide financial accounting standards, reporting, and related fiscal policies for state government.
C. MSP
MSP is the primary statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the Commonwealth of Massachusetts.
D. MSP
MSP is the primary statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety in Maryland.
E. MSP
MSP is the primary international airport serving the Minneapolis–Saint Paul metropolitan area in Minnesota, USA.
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.