Triple

T20614679
Position Surface form Disambiguated ID Type / Status
Subject Phoenix City Hall E506534 entity
Predicate houses P1643 FINISHED
Object Phoenix finance department
The Phoenix finance department is the municipal agency responsible for managing the City of Phoenix’s budgeting, accounting, and financial operations.
 E1441697 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: Phoenix finance department | Statement: [Phoenix City Hall, houses, Phoenix finance department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phoenix finance department
Context triple: [Phoenix City Hall, houses, Phoenix finance department]
  • A. Phoenix Police Department
    The Phoenix Police Department is the primary law enforcement agency for the city of Phoenix, Arizona, responsible for public safety, crime prevention, and criminal investigations within the city.
  • B. Phoenix Police Department
    The Phoenix Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Phoenix, Oregon.
  • C. Government of the City of Phoenix
    The Government of the City of Phoenix is the municipal authority responsible for administering public services, local laws, and city management for Phoenix, Arizona.
  • D. Phoenix Presence
    Phoenix Presence is a real-time tracking and synchronization feature in the Phoenix web framework that manages and broadcasts information about users’ online presence across channels.
  • E. City of Phoenix Public Transit Department
    The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
  • 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: Phoenix finance department
Triple: [Phoenix City Hall, houses, Phoenix finance department]
Generated description
The Phoenix finance department is the municipal agency responsible for managing the City of Phoenix’s budgeting, accounting, and financial operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phoenix finance department
Target entity description: The Phoenix finance department is the municipal agency responsible for managing the City of Phoenix’s budgeting, accounting, and financial operations.
  • A. Phoenix Police Department
    The Phoenix Police Department is the primary law enforcement agency for the city of Phoenix, Arizona, responsible for public safety, crime prevention, and criminal investigations within the city.
  • B. Phoenix Police Department
    The Phoenix Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Phoenix, Oregon.
  • C. Government of the City of Phoenix
    The Government of the City of Phoenix is the municipal authority responsible for administering public services, local laws, and city management for Phoenix, Arizona.
  • D. Phoenix Presence
    Phoenix Presence is a real-time tracking and synchronization feature in the Phoenix web framework that manages and broadcasts information about users’ online presence across channels.
  • E. City of Phoenix Public Transit Department
    The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aadaf47881909e93efb535c6c1e3 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb13545c8190afcd6b35e2aa56ef completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbb570f4819093e23b20fd83d101 completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bf7d661c8190af9e9b7b4121f951 completed May 16, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:41 a.m.