Triple

T9849199
Position Surface form Disambiguated ID Type / Status
Subject Arizona executive branch E239420 entity
Predicate includesAgency P12024 FINISHED
Object Arizona Commerce Authority
The Arizona Commerce Authority is the state's primary economic development organization, focused on attracting businesses, fostering innovation, and promoting job growth across Arizona.
 E824885 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 Commerce Authority | Statement: [Arizona executive branch, includesAgency, Arizona Commerce Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arizona Commerce Authority
Context triple: [Arizona executive branch, includesAgency, Arizona Commerce Authority]
  • 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. 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.
  • C. 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.
  • D. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • E. Arizona Sports and Tourism Authority
    The Arizona Sports and Tourism Authority is a public agency in Arizona responsible for financing, owning, and promoting major sports venues and tourism-related projects in the state.
  • 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 Commerce Authority
Triple: [Arizona executive branch, includesAgency, Arizona Commerce Authority]
Generated description
The Arizona Commerce Authority is the state's primary economic development organization, focused on attracting businesses, fostering innovation, and promoting job growth across Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arizona Commerce Authority
Target entity description: The Arizona Commerce Authority is the state's primary economic development organization, focused on attracting businesses, fostering innovation, and promoting job growth across Arizona.
  • 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. 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.
  • C. 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.
  • D. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • E. Arizona Sports and Tourism Authority
    The Arizona Sports and Tourism Authority is a public agency in Arizona responsible for financing, owning, and promoting major sports venues and tourism-related projects in the state.
  • 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.