Triple
T11360376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arkansas Code Annotated |
E269068
|
entity |
| Predicate | isUsedBy |
P1480
|
FINISHED |
| Object |
Arkansas state agencies
Arkansas state agencies are the various governmental departments and offices that administer and enforce state laws, deliver public services, and implement policies within the state of Arkansas.
|
E269066
|
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: Arkansas state agencies | Statement: [Arkansas Code Annotated, isUsedBy, Arkansas state agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas state agencies Context triple: [Arkansas Code Annotated, isUsedBy, Arkansas state agencies]
-
A.
Arkansas state government
The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
-
B.
Arkansas Attorney General’s Office
The Arkansas Attorney General’s Office is the state agency responsible for providing legal representation to Arkansas, enforcing state laws, and protecting the public interest in legal matters.
-
C.
Arkansas Division of Emergency Management
The Arkansas Division of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Arkansas.
-
D.
Arkansas Department of Education
The Arkansas Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across Arkansas.
-
E.
Office of the Governor of Arkansas
The Office of the Governor of Arkansas is the executive branch office responsible for leading the state government, implementing state laws, and overseeing the administration of Arkansas’s public policies and agencies.
- 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: Arkansas state agencies Triple: [Arkansas Code Annotated, isUsedBy, Arkansas state agencies]
Generated description
Arkansas state agencies are the various governmental departments and offices that administer and enforce state laws, deliver public services, and implement policies within the state of Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas state agencies Target entity description: Arkansas state agencies are the various governmental departments and offices that administer and enforce state laws, deliver public services, and implement policies within the state of Arkansas.
-
A.
Arkansas state government
chosen
The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
-
B.
Arkansas Attorney General’s Office
The Arkansas Attorney General’s Office is the state agency responsible for providing legal representation to Arkansas, enforcing state laws, and protecting the public interest in legal matters.
-
C.
Arkansas Division of Emergency Management
The Arkansas Division of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Arkansas.
-
D.
Arkansas Department of Education
The Arkansas Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across Arkansas.
-
E.
Office of the Governor of Arkansas
The Office of the Governor of Arkansas is the executive branch office responsible for leading the state government, implementing state laws, and overseeing the administration of Arkansas’s public policies and agencies.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea42fe608190b9c71dd63f8780f3 |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e543bdd6d88190b4f816ffde5179be |
completed | April 19, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69e5474b77948190b2c45831871383e8 |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54efda820819092d6a94fa4fd21f0 |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 8, 2026, 9:33 p.m.