Triple

T27225317

Position	Surface form	Disambiguated ID	Type / Status
Subject	State Highway 289 (Preston Road)	`E681393`	entity
Predicate	exurbanSection	`P162521`	FINISHED
Object	Gunter Gunter is a small exurban town in North Texas that has grown along the Preston Road corridor as the Dallas–Fort Worth metropolitan area has expanded northward.	`E1760561`	NE FINISHED

How this triple was built (3 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: Gunter | Statement: [State Highway 289 (Preston Road), exurbanSection, Gunter]

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: Gunter
Triple: [State Highway 289 (Preston Road), exurbanSection, Gunter]

Generated description

Gunter is a small exurban town in North Texas that has grown along the Preston Road corridor as the Dallas–Fort Worth metropolitan area has expanded northward.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: exurbanSection
Context triple: [State Highway 289 (Preston Road), exurbanSection, Gunter]

A. suburbanBelt
Indicates that one area forms a suburban belt or ring surrounding another, typically as a zone of residential or peripheral development around a core urban center.
B. suburb
Indicates that one place is a residential district or outlying area that is part of or adjacent to a larger city or town.
C. hasSuburbanAreas
Indicates that a place includes or is associated with surrounding residential suburban districts or neighborhoods.
D. isSuburbanNeighborhoodOf
Indicates that one area is a residential neighborhood located within or characteristic of the suburbs of another, typically larger, urban area.
E. isSuburbanRuralFringeOf
Indicates that one area lies on the outer edge or transition zone between a suburban region and the surrounding rural countryside of another area.
F. None of above. chosen

Provenance (7 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_69eefac9f64c8190a07490fe0c8b72a3`	completed	April 27, 2026, 5:57 a.m.
NER	Named-entity recognition	`batch_69f62b9e5ba88190a3c0d46edec7afe7`	completed	May 2, 2026, 4:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1253b123508190b26eb6c6a323378f`	completed	May 24, 2026, 1:26 a.m.
NEDg	Description generation	`batch_6a125455f8fc81909ae39b6651a0fdb0`	completed	May 24, 2026, 1:28 a.m.
NED2	Entity disambiguation (via description)	`batch_6a125512eb608190b958f82af3475535`	completed	May 24, 2026, 1:32 a.m.
PD	Predicate disambiguation	`batch_69f623a91b9c8190b2e2fdbc55cb89b6`	completed	May 2, 2026, 4:17 p.m.
PDg	Predicate description generation	`batch_69f625402d808190be8279d895d2b27f`	completed	May 2, 2026, 4:24 p.m.

Created at: April 27, 2026, 9:44 a.m.