Triple

T11598334

Position	Surface form	Disambiguated ID	Type / Status
Subject	City of Tallahassee historic neighborhoods	`E275061`	entity
Predicate	overseenBy	`P86`	FINISHED
Object	City of Tallahassee Planning Department The City of Tallahassee Planning Department is the municipal agency responsible for guiding land use, development, and preservation efforts, including the protection and management of the city’s historic neighborhoods.	`E936059`	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: City of Tallahassee Planning Department | Statement: [City of Tallahassee historic neighborhoods, overseenBy, City of Tallahassee Planning Department]

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

Target entity: City of Tallahassee Planning Department
Context triple: [City of Tallahassee historic neighborhoods, overseenBy, City of Tallahassee Planning Department]

A. Tallahassee City Commission
The Tallahassee City Commission is the elected governing body responsible for setting policy, passing local laws, and overseeing the administration of the city of Tallahassee, Florida.
B. City of Tallahassee historic neighborhoods
The City of Tallahassee historic neighborhoods are a collection of older, architecturally and culturally significant residential areas that reflect the city’s historical development and heritage.
C. Tallahassee Police Department
The Tallahassee Police Department is the municipal law enforcement agency responsible for public safety and policing in the city of Tallahassee, Florida.
D. downtown Tallahassee
Downtown Tallahassee is the central business and cultural district of Florida’s capital city, known for its government buildings, historic sites, and urban parks.
E. Tallahassee City Manager
The Tallahassee City Manager is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Tallahassee’s municipal government.
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: City of Tallahassee Planning Department
Triple: [City of Tallahassee historic neighborhoods, overseenBy, City of Tallahassee Planning Department]

Generated description

The City of Tallahassee Planning Department is the municipal agency responsible for guiding land use, development, and preservation efforts, including the protection and management of the city’s historic neighborhoods.

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

Target entity: City of Tallahassee Planning Department
Target entity description: The City of Tallahassee Planning Department is the municipal agency responsible for guiding land use, development, and preservation efforts, including the protection and management of the city’s historic neighborhoods.

A. Tallahassee City Commission
The Tallahassee City Commission is the elected governing body responsible for setting policy, passing local laws, and overseeing the administration of the city of Tallahassee, Florida.
B. City of Tallahassee historic neighborhoods
The City of Tallahassee historic neighborhoods are a collection of older, architecturally and culturally significant residential areas that reflect the city’s historical development and heritage.
C. Tallahassee Police Department
The Tallahassee Police Department is the municipal law enforcement agency responsible for public safety and policing in the city of Tallahassee, Florida.
D. downtown Tallahassee
Downtown Tallahassee is the central business and cultural district of Florida’s capital city, known for its government buildings, historic sites, and urban parks.
E. Tallahassee City Manager
The Tallahassee City Manager is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Tallahassee’s municipal government.
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_69d6aae6b14c81908dc5a74bad7591f9`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d89549c870819086e16e9110bbad87`	completed	April 10, 2026, 6:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e8a7dd83d48190b281a6fcfc3e4087`	completed	April 22, 2026, 10:50 a.m.
NEDg	Description generation	`batch_69e8af93e07c8190aecb040cac6db146`	completed	April 22, 2026, 11:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69ee5b254a2081909cba97a6ecb10601`	completed	April 26, 2026, 6:36 p.m.

Created at: April 8, 2026, 9:38 p.m.