Triple
T310867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Small Business Administration |
E7603
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
504 Certified Development Company Loan Program
The 504 Certified Development Company Loan Program is a U.S. Small Business Administration financing initiative that provides long-term, fixed-rate loans to help small businesses acquire major fixed assets such as real estate and equipment.
|
E7603
|
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: 504 Certified Development Company Loan Program | Statement: [U.S. Small Business Administration, operatesProgram, 504 Certified Development Company Loan Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 504 Certified Development Company Loan Program Context triple: [U.S. Small Business Administration, operatesProgram, 504 Certified Development Company Loan Program]
-
A.
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.
-
B.
Native American CDFI Assistance Program
The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
-
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.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
E.
Minority Business Development Agency
The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
- 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: 504 Certified Development Company Loan Program Triple: [U.S. Small Business Administration, operatesProgram, 504 Certified Development Company Loan Program]
Generated description
The 504 Certified Development Company Loan Program is a U.S. Small Business Administration financing initiative that provides long-term, fixed-rate loans to help small businesses acquire major fixed assets such as real estate and equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 504 Certified Development Company Loan Program Target entity description: The 504 Certified Development Company Loan Program is a U.S. Small Business Administration financing initiative that provides long-term, fixed-rate loans to help small businesses acquire major fixed assets such as real estate and equipment.
-
A.
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.
-
B.
Native American CDFI Assistance Program
The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
-
C.
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.
-
D.
Homeland Security Grant Program
The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
-
E.
Minority Business Development Agency
The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
- 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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea49636c8190a69cbd951fc0a4db |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3bc277528819096184b6cc6b98ae2 |
completed | March 1, 2026, 4:10 a.m. |
| NEDg | Description generation | batch_69a3bea16ee48190a033ea3907703e40 |
completed | March 1, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3befc80a8819092506dd29e18f2aa |
completed | March 1, 2026, 4:22 a.m. |
Created at: Feb. 28, 2026, 1:07 p.m.