Triple

T9194957

Position	Surface form	Disambiguated ID	Type / Status
Subject	Forney, Texas	`E220680`	entity
Predicate	hasHistoricDistrict	`P295`	FINISHED
Object	Downtown Forney historic area Downtown Forney historic area is a preserved central district in Forney, Texas, known for its historic architecture, small-town charm, and role as the community’s cultural and commercial hub.	`E783310`	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: Downtown Forney historic area | Statement: [Forney, Texas, hasHistoricDistrict, Downtown Forney historic area]

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

Target entity: Downtown Forney historic area
Context triple: [Forney, Texas, hasHistoricDistrict, Downtown Forney historic area]

A. Cultural District, Fort Worth
Cultural District, Fort Worth is a prominent arts and museum neighborhood in Fort Worth, Texas, known for its major cultural institutions, performance venues, and architecturally significant museums.
B. Downtown Dallas Historic District
Downtown Dallas Historic District is a central Dallas neighborhood recognized for its concentration of early 20th-century commercial architecture, landmark hotels, and preserved historic buildings.
C. Downtown McKinney Historic District
Downtown McKinney Historic District is a preserved, walkable town center in McKinney, Texas, known for its 19th- and early 20th-century architecture, locally owned shops, restaurants, and cultural events.
D. West End Historic District, Dallas
The West End Historic District in Dallas is a revitalized downtown neighborhood known for its preserved red-brick warehouses, museums, restaurants, and entertainment venues that highlight the city's history and culture.
E. Cedar Park Historic District
Cedar Park Historic District is a residential neighborhood in Melrose, Massachusetts, known for its well-preserved late 19th- and early 20th-century architecture and historic character.
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: Downtown Forney historic area
Triple: [Forney, Texas, hasHistoricDistrict, Downtown Forney historic area]

Generated description

Downtown Forney historic area is a preserved central district in Forney, Texas, known for its historic architecture, small-town charm, and role as the community’s cultural and commercial hub.

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

Target entity: Downtown Forney historic area
Target entity description: Downtown Forney historic area is a preserved central district in Forney, Texas, known for its historic architecture, small-town charm, and role as the community’s cultural and commercial hub.

A. Cultural District, Fort Worth
Cultural District, Fort Worth is a prominent arts and museum neighborhood in Fort Worth, Texas, known for its major cultural institutions, performance venues, and architecturally significant museums.
B. Downtown Dallas Historic District
Downtown Dallas Historic District is a central Dallas neighborhood recognized for its concentration of early 20th-century commercial architecture, landmark hotels, and preserved historic buildings.
C. Downtown McKinney Historic District
Downtown McKinney Historic District is a preserved, walkable town center in McKinney, Texas, known for its 19th- and early 20th-century architecture, locally owned shops, restaurants, and cultural events.
D. West End Historic District, Dallas
The West End Historic District in Dallas is a revitalized downtown neighborhood known for its preserved red-brick warehouses, museums, restaurants, and entertainment venues that highlight the city's history and culture.
E. Cedar Park Historic District
Cedar Park Historic District is a residential neighborhood in Melrose, Massachusetts, known for its well-preserved late 19th- and early 20th-century architecture and historic character.
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_69ca83e7ba70819088b74866d9da2c30`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccd87c3a3c8190b60f19873ef6e1f8`	completed	April 1, 2026, 8:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d05c313004819090fe0e5d4e7bc15e`	completed	April 4, 2026, 12:32 a.m.
NEDg	Description generation	`batch_69d05d138c288190a0eab9be6bd649c0`	completed	April 4, 2026, 12:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69d05df1a0888190a2bdc48a159b865e`	completed	April 4, 2026, 12:40 a.m.

Created at: March 30, 2026, 7:25 p.m.