Triple

T2913966
Position Surface form Disambiguated ID Type / Status
Subject Multiple Award Schedules Program E63752 entity
Predicate includes P1393 FINISHED
Object GSA Schedule contracts E310860 NE FINISHED

How this triple was built (2 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 Schedule contracts | Statement: [Multiple Award Schedules Program, includes, GSA Schedule contracts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GSA Schedule contracts
Context triple: [Multiple Award Schedules Program, includes, GSA Schedule contracts]
  • A. GSA Schedules Program chosen
    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.
  • B. 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.
  • C. Federal Procurement Data System
    The Federal Procurement Data System is a U.S. government database that tracks and reports information on federal contracts and procurement activities.
  • D. GSA Technology Transformation Services
    GSA Technology Transformation Services is a division of the U.S. General Services Administration that helps federal agencies modernize their technology, improve digital services, and adopt innovative IT solutions.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69b0865c719c8190aacafe236b02c844 completed March 10, 2026, 9 p.m.
Created at: March 6, 2026, 10:11 p.m.