Triple

T7103106

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ardmore, Pennsylvania	`E165506`	entity
Predicate	hasPlanningDesignation	`P9954`	FINISHED
Object	Main Street commercial corridor Main Street commercial corridor is a designated mixed-use business district in Ardmore, Pennsylvania, characterized by its concentration of shops, restaurants, and local services in a traditional downtown setting.	`E642373`	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: Main Street commercial corridor | Statement: [Ardmore, Pennsylvania, hasPlanningDesignation, Main Street commercial corridor]

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

Target entity: Main Street commercial corridor
Context triple: [Ardmore, Pennsylvania, hasPlanningDesignation, Main Street commercial corridor]

A. Main Street commercial district
The Main Street commercial district is the historic downtown core of Hudson, Massachusetts, featuring a concentration of shops, restaurants, and local businesses in a traditional New England streetscape.
B. Main Street commercial district
The Main Street commercial district is the central shopping and dining area of the village of Falmouth, Massachusetts, known for its local boutiques, restaurants, and historic New England charm.
C. Main Street shopping district
The Main Street shopping district is a central commercial area in Vineyard Haven known for its mix of local boutiques, galleries, eateries, and waterfront charm.
D. Washington Street commercial corridor
The Washington Street commercial corridor is Hoboken’s primary downtown thoroughfare, lined with shops, restaurants, bars, and historic buildings that form the city’s main business and social hub.
E. Austin Street commercial corridor
Austin Street commercial corridor is a prominent shopping and dining district in Forest Hills, Queens, known for its mix of retail stores, restaurants, and neighborhood services.
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: Main Street commercial corridor
Triple: [Ardmore, Pennsylvania, hasPlanningDesignation, Main Street commercial corridor]

Generated description

Main Street commercial corridor is a designated mixed-use business district in Ardmore, Pennsylvania, characterized by its concentration of shops, restaurants, and local services in a traditional downtown setting.

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

Target entity: Main Street commercial corridor
Target entity description: Main Street commercial corridor is a designated mixed-use business district in Ardmore, Pennsylvania, characterized by its concentration of shops, restaurants, and local services in a traditional downtown setting.

A. Main Street commercial district
The Main Street commercial district is the historic downtown core of Hudson, Massachusetts, featuring a concentration of shops, restaurants, and local businesses in a traditional New England streetscape.
B. Main Street commercial district
The Main Street commercial district is the central shopping and dining area of the village of Falmouth, Massachusetts, known for its local boutiques, restaurants, and historic New England charm.
C. Main Street shopping district
The Main Street shopping district is a central commercial area in Vineyard Haven known for its mix of local boutiques, galleries, eateries, and waterfront charm.
D. Washington Street commercial corridor
The Washington Street commercial corridor is Hoboken’s primary downtown thoroughfare, lined with shops, restaurants, bars, and historic buildings that form the city’s main business and social hub.
E. Austin Street commercial corridor
Austin Street commercial corridor is a prominent shopping and dining district in Forest Hills, Queens, known for its mix of retail stores, restaurants, and neighborhood services.
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_69c6887fcddc8190a5d58908f6dee590`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e58a0a2c819088e0c8874fb4491f`	completed	March 27, 2026, 8:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c79cad60788190bb2b17d1c3f8e1cc`	completed	March 28, 2026, 9:17 a.m.
NEDg	Description generation	`batch_69c79d72dd70819084a4bf7e72865ed9`	completed	March 28, 2026, 9:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69c79e12a40c8190b21128e17c3e212e`	completed	March 28, 2026, 9:23 a.m.

Created at: March 27, 2026, 2:42 p.m.