Triple

T7744286

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thornton Gap entrance	`E175585`	entity
Predicate	partOf	`P40`	FINISHED
Object	Shenandoah National Park transportation network The Shenandoah National Park transportation network is the integrated system of roads, entrances, and related infrastructure that provides visitor access and circulation throughout Shenandoah National Park in Virginia.	`E686851`	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: Shenandoah National Park transportation network | Statement: [Thornton Gap entrance, partOf, Shenandoah National Park transportation network]

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

Target entity: Shenandoah National Park transportation network
Context triple: [Thornton Gap entrance, partOf, Shenandoah National Park transportation network]

A. Potomac Heritage National Scenic Trail corridor
The Potomac Heritage National Scenic Trail corridor is a designated network of land and water routes that links historic, natural, and recreational sites along the Potomac River and its tributaries in the Mid-Atlantic region of the United States.
B. Blue Ridge Parkway
Blue Ridge Parkway is a renowned scenic highway in the Appalachian Mountains, celebrated for its sweeping vistas, outdoor recreation, and connection between Shenandoah and Great Smoky Mountains National Parks.
C. Virginia Byway
Virginia Byway is a scenic road designation in Virginia recognizing routes of notable natural, historic, or cultural value.
D. Catawba Valley transportation network
The Catawba Valley transportation network is a regional system of roads and related infrastructure that supports travel and commerce throughout North Carolina’s Catawba Valley area.
E. West Virginia Turnpike
The West Virginia Turnpike is a major toll highway running through southern West Virginia that forms a key segment of the Interstate 77 and Interstate 64 corridor.
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: Shenandoah National Park transportation network
Triple: [Thornton Gap entrance, partOf, Shenandoah National Park transportation network]

Generated description

The Shenandoah National Park transportation network is the integrated system of roads, entrances, and related infrastructure that provides visitor access and circulation throughout Shenandoah National Park in Virginia.

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

Target entity: Shenandoah National Park transportation network
Target entity description: The Shenandoah National Park transportation network is the integrated system of roads, entrances, and related infrastructure that provides visitor access and circulation throughout Shenandoah National Park in Virginia.

A. Potomac Heritage National Scenic Trail corridor
The Potomac Heritage National Scenic Trail corridor is a designated network of land and water routes that links historic, natural, and recreational sites along the Potomac River and its tributaries in the Mid-Atlantic region of the United States.
B. Blue Ridge Parkway
Blue Ridge Parkway is a renowned scenic highway in the Appalachian Mountains, celebrated for its sweeping vistas, outdoor recreation, and connection between Shenandoah and Great Smoky Mountains National Parks.
C. Virginia Byway
Virginia Byway is a scenic road designation in Virginia recognizing routes of notable natural, historic, or cultural value.
D. Catawba Valley transportation network
The Catawba Valley transportation network is a regional system of roads and related infrastructure that supports travel and commerce throughout North Carolina’s Catawba Valley area.
E. West Virginia Turnpike
The West Virginia Turnpike is a major toll highway running through southern West Virginia that forms a key segment of the Interstate 77 and Interstate 64 corridor.
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_69c69960b3588190a53aa590d31d9544`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c70389e9548190a57b5370f4b9fee9`	completed	March 27, 2026, 10:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8c7c63c688190ac257a738759d59f`	completed	March 29, 2026, 6:33 a.m.
NEDg	Description generation	`batch_69c8c82f8f248190b0fc882b6c4c0554`	completed	March 29, 2026, 6:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8c8c516048190957d937f2f2273ad`	completed	March 29, 2026, 6:37 a.m.

Created at: March 27, 2026, 4:07 p.m.