Triple

T512004
Position Surface form Disambiguated ID Type / Status
Subject U.S. General Services Administration E10627 entity
Predicate hasPart P35 FINISHED
Object Federal Marketplace Strategy management
Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
E63751 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: Federal Marketplace Strategy management | Statement: [U.S. General Services Administration, hasPart, Federal Marketplace Strategy management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Marketplace Strategy management
Context triple: [U.S. General Services Administration, hasPart, Federal Marketplace Strategy management]
  • A. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • B. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • 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. Federal Enterprise Architecture Framework
    The Federal Enterprise Architecture Framework is a U.S. federal government methodology and reference model for organizing and aligning agency business processes, information, and technology to improve efficiency and interoperability.
  • E. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • 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: Federal Marketplace Strategy management
Triple: [U.S. General Services Administration, hasPart, Federal Marketplace Strategy management]
Generated description
Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Marketplace Strategy management
Target entity description: Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
  • A. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • B. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • 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. Federal Enterprise Architecture Framework
    The Federal Enterprise Architecture Framework is a U.S. federal government methodology and reference model for organizing and aligning agency business processes, information, and technology to improve efficiency and interoperability.
  • E. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebe662c8190acdbb8857283f7d1 completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49fcbcae88190acc3e9d61658beba completed March 1, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69a4a047b8548190ac9ba95983b06036 completed March 1, 2026, 8:23 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.