Triple

T2913941
Position Surface form Disambiguated ID Type / Status
Subject Multiple Award Schedules Program E63752 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
 E310860 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: GSA Schedules Program | Statement: [Multiple Award Schedules Program, alsoKnownAs, GSA Schedules Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GSA Schedules Program
Context triple: [Multiple Award Schedules Program, alsoKnownAs, GSA Schedules Program]
  • A. GSA Fleet
    GSA Fleet is a division of the U.S. General Services Administration that manages and leases a large federal vehicle fleet to government agencies nationwide.
  • B. U.S. General Services Administration
    The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
  • C. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • D. GSA
    GSA is the commonly used abbreviation for the Golden Spikes Award, an annual honor recognizing the top amateur baseball player in the United States.
  • E. Office of the Chief Information Officer of GSA
    The Office of the Chief Information Officer of GSA is the organizational unit within the U.S. General Services Administration responsible for agency-wide information technology strategy, governance, and digital services.
  • 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: GSA Schedules Program
Triple: [Multiple Award Schedules Program, alsoKnownAs, GSA Schedules Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GSA Schedules Program
Target entity description: 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.
  • A. GSA Fleet
    GSA Fleet is a division of the U.S. General Services Administration that manages and leases a large federal vehicle fleet to government agencies nationwide.
  • B. U.S. General Services Administration
    The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
  • C. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • D. GSA
    GSA is the commonly used abbreviation for the Golden Spikes Award, an annual honor recognizing the top amateur baseball player in the United States.
  • E. Office of the Chief Information Officer of GSA
    The Office of the Chief Information Officer of GSA is the organizational unit within the U.S. General Services Administration responsible for agency-wide information technology strategy, governance, and digital services.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0ecaba48190a8e22c74a111fded completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b056249b5c8190b388088bf047616f completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b06434bef48190848d8ab1aa59937c completed March 10, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69b064a3b41481909214a09eae0b092b completed March 10, 2026, 6:36 p.m.
Created at: March 6, 2026, 10:11 p.m.