Triple
T10024291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CDC/504 Loan Program |
E200686
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object |
Certified Development Company
A Certified Development Company is a nonprofit corporation certified by the U.S. Small Business Administration to provide long-term, fixed-rate financing to small businesses for major fixed assets like real estate and equipment under the 504 loan program.
|
E835278
|
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: Certified Development Company | Statement: [CDC/504 Loan Program, involves, Certified Development Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certified Development Company Context triple: [CDC/504 Loan Program, involves, Certified Development Company]
-
A.
Software Development Laboratories
Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
-
B.
Certified Software Development Professional
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
-
C.
Open Source Development Labs
Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
-
D.
Reliable Software Inc.
Reliable Software Inc. is a software development company known for producing reliable, high-quality software solutions for its clients.
-
E.
Software Components Group
Software Components Group was a company known for developing the pSOS real-time operating system used in embedded systems.
- 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: Certified Development Company Triple: [CDC/504 Loan Program, involves, Certified Development Company]
Generated description
A Certified Development Company is a nonprofit corporation certified by the U.S. Small Business Administration to provide long-term, fixed-rate financing to small businesses for major fixed assets like real estate and equipment under the 504 loan program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certified Development Company Target entity description: A Certified Development Company is a nonprofit corporation certified by the U.S. Small Business Administration to provide long-term, fixed-rate financing to small businesses for major fixed assets like real estate and equipment under the 504 loan program.
-
A.
Software Development Laboratories
Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
-
B.
Certified Software Development Professional
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
-
C.
Open Source Development Labs
Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
-
D.
Reliable Software Inc.
Reliable Software Inc. is a software development company known for producing reliable, high-quality software solutions for its clients.
-
E.
Software Components Group
Software Components Group was a company known for developing the pSOS real-time operating system used in embedded systems.
- 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd7c75548190aa604d90d63dc111 |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26abb0ab08190b5bcf101c5680f3c |
completed | April 5, 2026, 1:59 p.m. |
| NEDg | Description generation | batch_69d26cc38274819090cf10c2fcf43cc7 |
completed | April 5, 2026, 2:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26d2c91fc8190bc40a678662c19aa |
completed | April 5, 2026, 2:09 p.m. |
Created at: March 30, 2026, 8:53 p.m.