Triple

T22311023

Position	Surface form	Disambiguated ID	Type / Status
Subject	Auburndale, Florida	`E551512`	entity
Predicate	locatedIn	`P40`	FINISHED
Object	Polk County metropolitan region The Polk County metropolitan region is an urbanized area in central Florida centered around Polk County, encompassing cities such as Auburndale and serving as a regional hub for residential communities, commerce, and transportation between Tampa and Orlando.	`E1529887`	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: Polk County metropolitan region | Statement: [Auburndale, Florida, locatedIn, Polk County metropolitan region]

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

Target entity: Polk County metropolitan region
Context triple: [Auburndale, Florida, locatedIn, Polk County metropolitan region]

A. Thomas County metropolitan area
The Thomas County metropolitan area is a small metropolitan region in southern Georgia centered around the city of Thomasville and its surrounding communities in Thomas County.
B. Citrus County metropolitan area
The Citrus County metropolitan area is a small, largely rural micropolitan region in west-central Florida centered on communities like Inverness and Crystal River, known for its natural springs, wildlife, and Gulf Coast access.
C. Polk County–Dallas County area
The Polk County–Dallas County area is a central Iowa region encompassing parts of the Des Moines metropolitan area, including growing suburban communities such as Grimes.
D. Cumberland County metropolitan region
The Cumberland County metropolitan region is a population and economic hub in southern Maine centered around the city of Portland and its surrounding communities.
E. Pasco Region
Pasco Region is an inland administrative region of central Peru known for its Andean highlands, mining activities, and diverse ecosystems ranging from mountains to cloud forests.
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: Polk County metropolitan region
Triple: [Auburndale, Florida, locatedIn, Polk County metropolitan region]

Generated description

The Polk County metropolitan region is an urbanized area in central Florida centered around Polk County, encompassing cities such as Auburndale and serving as a regional hub for residential communities, commerce, and transportation between Tampa and Orlando.

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

Target entity: Polk County metropolitan region
Target entity description: The Polk County metropolitan region is an urbanized area in central Florida centered around Polk County, encompassing cities such as Auburndale and serving as a regional hub for residential communities, commerce, and transportation between Tampa and Orlando.

A. Thomas County metropolitan area
The Thomas County metropolitan area is a small metropolitan region in southern Georgia centered around the city of Thomasville and its surrounding communities in Thomas County.
B. Citrus County metropolitan area
The Citrus County metropolitan area is a small, largely rural micropolitan region in west-central Florida centered on communities like Inverness and Crystal River, known for its natural springs, wildlife, and Gulf Coast access.
C. Polk County–Dallas County area
The Polk County–Dallas County area is a central Iowa region encompassing parts of the Des Moines metropolitan area, including growing suburban communities such as Grimes.
D. Cumberland County metropolitan region
The Cumberland County metropolitan region is a population and economic hub in southern Maine centered around the city of Portland and its surrounding communities.
E. Pasco Region
Pasco Region is an inland administrative region of central Peru known for its Andean highlands, mining activities, and diverse ecosystems ranging from mountains to cloud forests.
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_69e11e46c0188190800181a4233f28fe`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f1574e7fc0819080e3e85001ab2c90`	completed	April 29, 2026, 12:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0acca39c4c8190a418ec2ff1434122`	completed	May 18, 2026, 8:24 a.m.
NEDg	Description generation	`batch_6a0acf8c37d48190990bc7e1152f98b3`	completed	May 18, 2026, 8:36 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0acff349248190a13968f340cdebcf`	completed	May 18, 2026, 8:38 a.m.

Created at: April 16, 2026, 8:42 p.m.