Triple

T9849185
Position Surface form Disambiguated ID Type / Status
Subject Arizona executive branch E239420 entity
Predicate includesAgency P12024 FINISHED
Object Arizona Department of Revenue
The Arizona Department of Revenue is the state agency responsible for administering and enforcing Arizona’s tax laws, collecting revenues, and providing related taxpayer services.
 E824239 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 Department of Revenue | Statement: [Arizona executive branch, includesAgency, Arizona Department of Revenue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arizona Department of Revenue
Context triple: [Arizona executive branch, includesAgency, Arizona Department of Revenue]
  • A. Arizona Department of Administration
    The Arizona Department of Administration is a state agency responsible for providing centralized administrative, operational, and facility management services for Arizona’s government, including oversight of key state buildings and infrastructure.
  • B. Arizona Department of Public Safety
    The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.
  • C. Alabama Department of Revenue
    The Alabama Department of Revenue is the state agency responsible for administering and enforcing Alabama’s tax laws and collecting state revenues.
  • D. Government of Arizona
    The Government of Arizona is the state-level governing authority of Arizona, comprising its executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • E. Alaska Department of Revenue
    The Alaska Department of Revenue is a state agency responsible for managing Alaska’s tax collection, revenue administration, and various financial and investment programs that support the state’s fiscal stability.
  • 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 Department of Revenue
Triple: [Arizona executive branch, includesAgency, Arizona Department of Revenue]
Generated description
The Arizona Department of Revenue is the state agency responsible for administering and enforcing Arizona’s tax laws, collecting revenues, and providing related taxpayer services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arizona Department of Revenue
Target entity description: The Arizona Department of Revenue is the state agency responsible for administering and enforcing Arizona’s tax laws, collecting revenues, and providing related taxpayer services.
  • A. Arizona Department of Administration
    The Arizona Department of Administration is a state agency responsible for providing centralized administrative, operational, and facility management services for Arizona’s government, including oversight of key state buildings and infrastructure.
  • B. Arizona Department of Public Safety
    The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.
  • C. Alabama Department of Revenue
    The Alabama Department of Revenue is the state agency responsible for administering and enforcing Alabama’s tax laws and collecting state revenues.
  • D. Government of Arizona
    The Government of Arizona is the state-level governing authority of Arizona, comprising its executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • E. Alaska Department of Revenue
    The Alaska Department of Revenue is a state agency responsible for managing Alaska’s tax collection, revenue administration, and various financial and investment programs that support the state’s fiscal stability.
  • 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_69d1d5e6279c8190adb7e79ac1161bfa completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6917f0081908b2c82a826873faf completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d73452b48190ac3a0d6498a9a641 completed April 5, 2026, 3:29 a.m.
Created at: March 30, 2026, 8:34 p.m.