Triple
T9849202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona executive branch |
E239420
|
entity |
| Predicate | includesAgency |
P12024
|
FINISHED |
| Object |
Arizona Registrar of Contractors
The Arizona Registrar of Contractors is a state agency that licenses, regulates, and oversees construction contractors to protect consumers and ensure compliance with building standards in Arizona.
|
E824887
|
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: Arizona Registrar of Contractors | Statement: [Arizona executive branch, includesAgency, Arizona Registrar of Contractors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Registrar of Contractors Context triple: [Arizona executive branch, includesAgency, Arizona Registrar of Contractors]
-
A.
Oregon Construction Contractors Board
The Oregon Construction Contractors Board is a state regulatory agency that licenses and oversees construction contractors to protect consumers and ensure compliance with building and trade laws in Oregon.
-
B.
Arizona Secretary of State
The Arizona Secretary of State is a statewide elected official who oversees elections, business registrations, and the preservation of public records in Arizona.
-
C.
Georgia Securities Division
The Georgia Securities Division is the state regulatory agency responsible for enforcing securities laws, licensing investment professionals, and protecting investors in Georgia’s financial markets.
-
D.
Arizona Judicial Council
The Arizona Judicial Council is a policy-making and advisory body that helps oversee the administration and improvement of the state’s court system.
-
E.
California Department of Insurance
The California Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and enforcing insurance laws in California.
- 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: Arizona Registrar of Contractors Triple: [Arizona executive branch, includesAgency, Arizona Registrar of Contractors]
Generated description
The Arizona Registrar of Contractors is a state agency that licenses, regulates, and oversees construction contractors to protect consumers and ensure compliance with building standards in Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arizona Registrar of Contractors Target entity description: The Arizona Registrar of Contractors is a state agency that licenses, regulates, and oversees construction contractors to protect consumers and ensure compliance with building standards in Arizona.
-
A.
Oregon Construction Contractors Board
The Oregon Construction Contractors Board is a state regulatory agency that licenses and oversees construction contractors to protect consumers and ensure compliance with building and trade laws in Oregon.
-
B.
Arizona Secretary of State
The Arizona Secretary of State is a statewide elected official who oversees elections, business registrations, and the preservation of public records in Arizona.
-
C.
Georgia Securities Division
The Georgia Securities Division is the state regulatory agency responsible for enforcing securities laws, licensing investment professionals, and protecting investors in Georgia’s financial markets.
-
D.
Arizona Judicial Council
The Arizona Judicial Council is a policy-making and advisory body that helps oversee the administration and improvement of the state’s court system.
-
E.
California Department of Insurance
The California Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and enforcing insurance laws in California.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb371894c8190971ba497a2801521 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5ea5eac8190af7fad00a6398c5e |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d6815e28819081788393cda63bc0 |
completed | April 5, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d75210f4819096ee05a8b870581e |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:34 p.m.