Triple
T1309366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Department of Commerce |
E27952
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Maryland Office of Small Business Resources
The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
|
E27952
|
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: Maryland Office of Small Business Resources | Statement: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Office of Small Business Resources Context triple: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
-
A.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
B.
District of Columbia Department of Small and Local Business Development
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
-
C.
U.S. Small Business Administration
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.
-
D.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
-
E.
Maryland Department of General Services
The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support 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: Maryland Office of Small Business Resources Triple: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
Generated description
The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland Office of Small Business Resources Target entity description: The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
-
A.
Maryland Department of Commerce
chosen
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
B.
District of Columbia Department of Small and Local Business Development
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
-
C.
U.S. Small Business Administration
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.
-
D.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
-
E.
Maryland Department of General Services
The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
- F. None of above.
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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c139551081908ad8eb670c621fff |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb30b45708190aaf8c977fef2500c |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb389ab248190b67eb802ed1ac01f |
completed | March 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb423e2948190b3927d2f041b6215 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.