Triple

T20680146

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the City of Phoenix	`E508268`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Phoenix Planning and Development Department The Phoenix Planning and Development Department is the municipal agency responsible for guiding land use, zoning, building safety, and urban growth within the City of Phoenix.	`E1444048`	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 Planning and Development Department | Statement: [Government of the City of Phoenix, hasAgency, Phoenix Planning and Development Department]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Phoenix Planning and Development Department
Context triple: [Government of the City of Phoenix, hasAgency, Phoenix Planning and Development Department]

A. 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.
B. Office of Planning and Development
The Office of Planning and Development is a New York State government agency responsible for guiding community development, land use, and coastal management policies under the direction of the Secretary of State.
C. Philadelphia Department of Planning and Development
The Philadelphia Department of Planning and Development is the municipal agency responsible for guiding land use, urban planning, housing policy, and development regulation within the City of Philadelphia.
D. Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
E. Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
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 Planning and Development Department
Triple: [Government of the City of Phoenix, hasAgency, Phoenix Planning and Development Department]

Generated description

The Phoenix Planning and Development Department is the municipal agency responsible for guiding land use, zoning, building safety, and urban growth within the City of Phoenix.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Phoenix Planning and Development Department
Target entity description: The Phoenix Planning and Development Department is the municipal agency responsible for guiding land use, zoning, building safety, and urban growth within the City of Phoenix.

A. 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.
B. Office of Planning and Development
The Office of Planning and Development is a New York State government agency responsible for guiding community development, land use, and coastal management policies under the direction of the Secretary of State.
C. Philadelphia Department of Planning and Development
The Philadelphia Department of Planning and Development is the municipal agency responsible for guiding land use, urban planning, housing policy, and development regulation within the City of Philadelphia.
D. Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
E. Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
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_69e0b4c1164881909a3bf1e3ddb2bc32`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6bea655488190bab168d564d888af`	completed	April 21, 2026, 12:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08cd6cb9f88190a3bdd3d353b78eb0`	completed	May 16, 2026, 8:02 p.m.
NEDg	Description generation	`batch_6a08d176c3408190ab1d630fd8da2fc2`	completed	May 16, 2026, 8:20 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08d206e6a081909f76b190c8dbc55d`	completed	May 16, 2026, 8:22 p.m.

Created at: April 16, 2026, 11:44 a.m.