Triple

T9638876

Position	Surface form	Disambiguated ID	Type / Status
Subject	Montgomery, Ohio	`E233006`	entity
Predicate	hasFeature	`P182`	FINISHED
Object	Montgomery Road commercial corridor The Montgomery Road commercial corridor is a primary business district in Montgomery, Ohio, lined with shops, restaurants, and services that serve as a hub of local economic activity.	`E811441`	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: Montgomery Road commercial corridor | Statement: [Montgomery, Ohio, hasFeature, Montgomery Road commercial corridor]

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

Target entity: Montgomery Road commercial corridor
Context triple: [Montgomery, Ohio, hasFeature, Montgomery Road commercial corridor]

A. Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
B. Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
C. Germantown Avenue commercial corridor
The Germantown Avenue commercial corridor is a historic, mixed-use business district in Philadelphia known for its colonial-era architecture, local shops, and role as a central neighborhood marketplace.
D. Hertel Avenue commercial corridor
The Hertel Avenue commercial corridor is a vibrant mixed-use district in Buffalo, New York, known for its locally owned shops, restaurants, bars, and cultural venues that serve as a hub of neighborhood activity.
E. Kedzie Avenue commercial corridor
The Kedzie Avenue commercial corridor is a key business district in Chicago Lawn, lined with local shops, services, and community-oriented businesses that serve the surrounding neighborhood.
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: Montgomery Road commercial corridor
Triple: [Montgomery, Ohio, hasFeature, Montgomery Road commercial corridor]

Generated description

The Montgomery Road commercial corridor is a primary business district in Montgomery, Ohio, lined with shops, restaurants, and services that serve as a hub of local economic activity.

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

Target entity: Montgomery Road commercial corridor
Target entity description: The Montgomery Road commercial corridor is a primary business district in Montgomery, Ohio, lined with shops, restaurants, and services that serve as a hub of local economic activity.

A. Highland Avenue corridor
The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
B. Steeles Avenue corridor
The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
C. Germantown Avenue commercial corridor
The Germantown Avenue commercial corridor is a historic, mixed-use business district in Philadelphia known for its colonial-era architecture, local shops, and role as a central neighborhood marketplace.
D. Hertel Avenue commercial corridor
The Hertel Avenue commercial corridor is a vibrant mixed-use district in Buffalo, New York, known for its locally owned shops, restaurants, bars, and cultural venues that serve as a hub of neighborhood activity.
E. Kedzie Avenue commercial corridor
The Kedzie Avenue commercial corridor is a key business district in Chicago Lawn, lined with local shops, services, and community-oriented businesses that serve the surrounding neighborhood.
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_69ca848a5a908190aad251f4137b0c3a`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9b532aa4819087b56be6f5635126`	completed	April 1, 2026, 10:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d18243cfdc81908ecdf039c38de478`	completed	April 4, 2026, 9:27 p.m.
NEDg	Description generation	`batch_69d182cb723881909f29b6a875e99da1`	completed	April 4, 2026, 9:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69d1833692788190990ad426b6502488`	completed	April 4, 2026, 9:31 p.m.

Created at: March 30, 2026, 8:11 p.m.