Triple
T8782065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 106-50 |
E208753
|
entity |
| Predicate | creates |
P490
|
FINISHED |
| Object |
National Veterans Business Development Corporation
The National Veterans Business Development Corporation is a federally chartered organization dedicated to promoting and supporting entrepreneurship and small-business opportunities for U.S. military veterans.
|
E756775
|
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: National Veterans Business Development Corporation | Statement: [Public Law 106-50, creates, National Veterans Business Development Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Veterans Business Development Corporation Context triple: [Public Law 106-50, creates, National Veterans Business Development Corporation]
-
A.
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.
-
B.
Veterans Land Board
The Veterans Land Board is a Texas state agency that provides land, housing, and financial benefits to eligible military veterans and their families.
-
C.
Veterans’ Employment and Training Service
The Veterans’ Employment and Training Service is a U.S. Department of Labor agency that protects and promotes the employment rights and job opportunities of military service members, veterans, and their families.
-
D.
Veteran-Owned Small Business Program
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
-
E.
United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
- 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: National Veterans Business Development Corporation Triple: [Public Law 106-50, creates, National Veterans Business Development Corporation]
Generated description
The National Veterans Business Development Corporation is a federally chartered organization dedicated to promoting and supporting entrepreneurship and small-business opportunities for U.S. military veterans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Veterans Business Development Corporation Target entity description: The National Veterans Business Development Corporation is a federally chartered organization dedicated to promoting and supporting entrepreneurship and small-business opportunities for U.S. military veterans.
-
A.
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.
-
B.
Veterans Land Board
The Veterans Land Board is a Texas state agency that provides land, housing, and financial benefits to eligible military veterans and their families.
-
C.
Veterans’ Employment and Training Service
The Veterans’ Employment and Training Service is a U.S. Department of Labor agency that protects and promotes the employment rights and job opportunities of military service members, veterans, and their families.
-
D.
Veteran-Owned Small Business Program
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
-
E.
United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
- 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_69ca835fbee88190bf625939bac48d7f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f7155b081908891e84b704f0ebf |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51e9d97c8190a947848fdaa5b67d |
completed | April 3, 2026, 5:36 a.m. |
| NEDg | Description generation | batch_69cf5323b7c08190819de236e01ce9d3 |
completed | April 3, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54a056408190bd536f79e3ec33be |
completed | April 3, 2026, 5:48 a.m. |
Created at: March 30, 2026, 6:42 p.m.