Triple
T9652784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Development and Tourism Office (Texas Governor) |
E233375
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
Texas Small Business Assistance programs
Texas Small Business Assistance programs are state-supported initiatives that provide resources, guidance, and financial and technical support to help small businesses in Texas start, grow, and succeed.
|
E811971
|
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: Texas Small Business Assistance programs | Statement: [Economic Development and Tourism Office (Texas Governor), offersProgram, Texas Small Business Assistance programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas Small Business Assistance programs Context triple: [Economic Development and Tourism Office (Texas Governor), offersProgram, Texas Small Business Assistance programs]
-
A.
Texas Library Grants
Texas Library Grants is a funding program that provides financial support to Texas libraries to enhance their collections, services, and community programs.
-
B.
Texas Workforce Commission
The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.
-
C.
Texas Facilities Commission
The Texas Facilities Commission is a state agency responsible for managing, maintaining, and providing support services for Texas government buildings and properties.
-
D.
Texas Department of Community Affairs
The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
-
E.
Texas Department of Insurance
The Texas Department of Insurance is the state agency responsible for regulating the insurance industry in Texas, overseeing insurers’ compliance with state laws and protecting policyholders.
- 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: Texas Small Business Assistance programs Triple: [Economic Development and Tourism Office (Texas Governor), offersProgram, Texas Small Business Assistance programs]
Generated description
Texas Small Business Assistance programs are state-supported initiatives that provide resources, guidance, and financial and technical support to help small businesses in Texas start, grow, and succeed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas Small Business Assistance programs Target entity description: Texas Small Business Assistance programs are state-supported initiatives that provide resources, guidance, and financial and technical support to help small businesses in Texas start, grow, and succeed.
-
A.
Texas Library Grants
Texas Library Grants is a funding program that provides financial support to Texas libraries to enhance their collections, services, and community programs.
-
B.
Texas Workforce Commission
The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.
-
C.
Texas Facilities Commission
The Texas Facilities Commission is a state agency responsible for managing, maintaining, and providing support services for Texas government buildings and properties.
-
D.
Texas Department of Community Affairs
The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
-
E.
Texas Department of Insurance
The Texas Department of Insurance is the state agency responsible for regulating the insurance industry in Texas, overseeing insurers’ compliance with state laws and protecting policyholders.
- 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_69ca848c1ba88190b84b410cd14627fc |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9bb26b748190bc32e2003829b0ec |
completed | April 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1826c91388190b82112c2ca1eae7e |
completed | April 4, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d1836d683081908bccf970e4b0980b |
completed | April 4, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18412c4a08190bce431235e1102fc |
completed | April 4, 2026, 9:35 p.m. |
Created at: March 30, 2026, 8:13 p.m.