Triple
T8651405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Veteran-Owned Small Business Program |
E205106
|
entity |
| Predicate | relatedProgram |
P37
|
FINISHED |
| Object |
Veterans First Contracting Program
The Veterans First Contracting Program is a U.S. Department of Veterans Affairs initiative that gives verified veteran-owned and service-disabled veteran-owned small businesses priority in competing for VA procurement contracts.
|
E205106
|
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: Veterans First Contracting Program | Statement: [Veteran-Owned Small Business Program, relatedProgram, Veterans First Contracting Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Veterans First Contracting Program Context triple: [Veteran-Owned Small Business Program, relatedProgram, Veterans First Contracting Program]
-
A.
Veterans Choice Program
The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
-
B.
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.
-
C.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
D.
Veterans Community Care Program
The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
-
E.
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.
- 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: Veterans First Contracting Program Triple: [Veteran-Owned Small Business Program, relatedProgram, Veterans First Contracting Program]
Generated description
The Veterans First Contracting Program is a U.S. Department of Veterans Affairs initiative that gives verified veteran-owned and service-disabled veteran-owned small businesses priority in competing for VA procurement contracts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Veterans First Contracting Program Target entity description: The Veterans First Contracting Program is a U.S. Department of Veterans Affairs initiative that gives verified veteran-owned and service-disabled veteran-owned small businesses priority in competing for VA procurement contracts.
-
A.
Veterans Choice Program
The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
-
B.
Veteran-Owned Small Business Program
chosen
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.
-
C.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
D.
Veterans Community Care Program
The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
-
E.
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.
- 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_69ca834e56848190abb0eeaec9dedd32 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc48150e6c8190a7a3b92b4b640858 |
completed | March 31, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ceccc95b588190b5e44c73cf93d18b |
completed | April 2, 2026, 8:08 p.m. |
| NEDg | Description generation | batch_69cece1681288190a6c99407bc2f0bdd |
completed | April 2, 2026, 8:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecec118ac81909fbcafe841354c32 |
completed | April 2, 2026, 8:17 p.m. |
Created at: March 30, 2026, 6:29 p.m.