Triple

T20553258
Position Surface form Disambiguated ID Type / Status
Subject Isabel Guzmán E504649 entity
Predicate sectorLed P140526 FINISHED
Object U.S. Small Business Administration NE NERFINISHED

How this triple was built (3 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: U.S. Small Business Administration | Statement: [Isabel Guzmán, sectorLed, U.S. Small Business Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Small Business Administration
Context triple: [Isabel Guzmán, sectorLed, U.S. Small Business Administration]
  • A. U.S. Small Business Administration chosen
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • B. Office of Small Business Programs
    The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
  • C. Export-Import Bank of the United States
    The Export-Import Bank of the United States is the official U.S. export credit agency that provides financing and insurance to support American exports and promote U.S. jobs.
  • D. National Credit Union Administration
    The National Credit Union Administration is an independent U.S. federal agency that charters, regulates, and insures federal credit unions and their members’ deposits.
  • E. Commodity Credit Corporation
    The Commodity Credit Corporation is a U.S. government-owned entity within the Department of Agriculture that finances and supports farm income, price stability, and agricultural commodity programs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sectorLed
Context triple: [Isabel Guzmán, sectorLed, U.S. Small Business Administration]
  • A. sectorBase
    Indicates that one entity serves as the primary base or foundational location for operations within a particular sector of another entity.
  • B. sectorHighlighted
    Indicates that a particular sector or segment within a larger structure (such as a chart, map, or system) is visually or logically emphasized or selected.
  • C. sector
    Indicates that an entity operates in, belongs to, or is associated with a particular economic or industrial sector.
  • D. sectorServed
    Indicates the industry or economic sector that an entity primarily serves or targets with its activities, products, or services.
  • E. sectorRecognized
    Indicates that an entity has been formally acknowledged or classified within a particular sector or industry.
  • F. None of above. chosen

Provenance (4 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5db052c8190801e53f6148113c8 completed April 20, 2026, 10:16 p.m.
PD Predicate disambiguation batch_69e59fe5592c8190bb6122b784496d02 completed April 20, 2026, 3:39 a.m.
PDg Predicate description generation batch_69e5a6a824748190bbe6192d73f3c613 completed April 20, 2026, 4:08 a.m.
Created at: April 16, 2026, 11:38 a.m.