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.