Triple

T22294088
Position Surface form Disambiguated ID Type / Status
Subject City of Tucson government E551071 entity
Predicate collaboratesWith P37 FINISHED
Object Arizona state agencies
Arizona state agencies are the various executive departments and regulatory bodies that administer statewide laws, programs, and public services across Arizona.
E549840 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 state agencies | Statement: [City of Tucson government, collaboratesWith, Arizona state agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona state agencies
Context triple: [City of Tucson government, collaboratesWith, Arizona state agencies]
  • 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 State Land Department
    The Arizona State Land Department is the state agency responsible for managing and leasing Arizona’s state trust lands to generate revenue, primarily for public education and other designated beneficiaries.
  • E. Arizona executive branch
    The Arizona executive branch is the state government branch responsible for implementing and enforcing Arizona’s laws, headed by the governor and supported by various elected officials and administrative 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: Arizona state agencies
Triple: [City of Tucson government, collaboratesWith, Arizona state agencies]
Generated description
Arizona state agencies are the various executive departments and regulatory bodies that administer statewide laws, programs, and public services across Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona state agencies
Target entity description: Arizona state agencies are the various executive departments and regulatory bodies that administer statewide laws, programs, and public services 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 chosen
    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 State Land Department
    The Arizona State Land Department is the state agency responsible for managing and leasing Arizona’s state trust lands to generate revenue, primarily for public education and other designated beneficiaries.
  • E. Arizona executive branch
    The Arizona executive branch is the state government branch responsible for implementing and enforcing Arizona’s laws, headed by the governor and supported by various elected officials and administrative 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_69e11e45fb848190a1b2ae21296e3a5f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1560f06008190b58e71f7c1bd46f7 completed April 29, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc93e998819089abacc92564f923 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0ad07a0f3c819092e329bfdef42349 completed May 18, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0ad0eb2a6481908cf174ed6f88c635 completed May 18, 2026, 8:42 a.m.
Created at: April 16, 2026, 8:41 p.m.