Triple

T11360375
Position Surface form Disambiguated ID Type / Status
Subject Arkansas Code Annotated E269068 entity
Predicate isUsedBy P1480 FINISHED
Object Arkansas attorneys
Arkansas attorneys are licensed legal professionals who represent clients and practice law within the state of Arkansas.
E921004 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 attorneys | Statement: [Arkansas Code Annotated, isUsedBy, Arkansas attorneys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas attorneys
Context triple: [Arkansas Code Annotated, isUsedBy, Arkansas attorneys]
  • A. 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.
  • B. Attorney General of Arkansas
    The Attorney General of Arkansas is the state's chief legal officer, responsible for representing Arkansas in legal matters, enforcing state law, and providing legal advice to state agencies and officials.
  • C. District of Arkansas
    The District of Arkansas was a Confederate military administrative region in Arkansas during the American Civil War, operating under the larger Army of the Trans-Mississippi.
  • D. Arkansas Board of Apportionment
    The Arkansas Board of Apportionment is a state constitutional body responsible for drawing legislative district boundaries for the Arkansas General Assembly.
  • E. United States Attorney for the Western District of Arkansas
    The United States Attorney for the Western District of Arkansas is the chief federal prosecutor and representative of the U.S. government in criminal and civil cases within that judicial district.
  • 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 attorneys
Triple: [Arkansas Code Annotated, isUsedBy, Arkansas attorneys]
Generated description
Arkansas attorneys are licensed legal professionals who represent clients and practice law within the state of Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas attorneys
Target entity description: Arkansas attorneys are licensed legal professionals who represent clients and practice law within the state of Arkansas.
  • A. 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.
  • B. Attorney General of Arkansas
    The Attorney General of Arkansas is the state's chief legal officer, responsible for representing Arkansas in legal matters, enforcing state law, and providing legal advice to state agencies and officials.
  • C. District of Arkansas
    The District of Arkansas was a Confederate military administrative region in Arkansas during the American Civil War, operating under the larger Army of the Trans-Mississippi.
  • D. Arkansas Board of Apportionment
    The Arkansas Board of Apportionment is a state constitutional body responsible for drawing legislative district boundaries for the Arkansas General Assembly.
  • E. United States Attorney for the Western District of Arkansas
    The United States Attorney for the Western District of Arkansas is the chief federal prosecutor and representative of the U.S. government in criminal and civil cases within that judicial district.
  • 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_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.