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.