Triple

T4048969

Position	Surface form	Disambiguated ID	Type / Status
Subject	Big South Fork National River and Recreation Area	`E84136`	entity
Predicate	hasTrail	`P3625`	FINISHED
Object	Sheltowee Trace National Recreation Trail Sheltowee Trace National Recreation Trail is a long-distance hiking trail that traverses the rugged landscapes of eastern Kentucky and Tennessee, passing through areas such as the Big South Fork National River and Recreation Area and Daniel Boone National Forest.	`E411054`	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: Sheltowee Trace National Recreation Trail | Statement: [Big South Fork National River and Recreation Area, hasTrail, Sheltowee Trace National Recreation Trail]

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

Target entity: Sheltowee Trace National Recreation Trail
Context triple: [Big South Fork National River and Recreation Area, hasTrail, Sheltowee Trace National Recreation Trail]

A. Wabash Trace Nature Trail
Wabash Trace Nature Trail is a popular multi-use recreational trail in southwestern Iowa that follows a former railroad corridor through scenic rural landscapes and small towns.
B. Ouachita National Recreation Trail
The Ouachita National Recreation Trail is a long-distance hiking path spanning the rugged, forested Ouachita Mountains of Arkansas and Oklahoma.
C. Ruby Crest National Recreation Trail
Ruby Crest National Recreation Trail is a long-distance hiking route that traverses the high alpine ridges, lakes, and basins of Nevada’s Ruby Mountains.
D. Pinhoti National Recreation Trail
The Pinhoti National Recreation Trail is a long-distance hiking route in the southeastern United States that traverses rugged Appalachian foothills and connects with the Appalachian Trail via the Benton MacKaye Trail.
E. Benton MacKaye Trail
The Benton MacKaye Trail is a long-distance hiking path through the Appalachian Mountains of Georgia, Tennessee, and North Carolina, known for its remote backcountry experience and as an alternative to the Appalachian Trail.
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: Sheltowee Trace National Recreation Trail
Triple: [Big South Fork National River and Recreation Area, hasTrail, Sheltowee Trace National Recreation Trail]

Generated description

Sheltowee Trace National Recreation Trail is a long-distance hiking trail that traverses the rugged landscapes of eastern Kentucky and Tennessee, passing through areas such as the Big South Fork National River and Recreation Area and Daniel Boone National Forest.

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

Target entity: Sheltowee Trace National Recreation Trail
Target entity description: Sheltowee Trace National Recreation Trail is a long-distance hiking trail that traverses the rugged landscapes of eastern Kentucky and Tennessee, passing through areas such as the Big South Fork National River and Recreation Area and Daniel Boone National Forest.

A. Wabash Trace Nature Trail
Wabash Trace Nature Trail is a popular multi-use recreational trail in southwestern Iowa that follows a former railroad corridor through scenic rural landscapes and small towns.
B. Ouachita National Recreation Trail
The Ouachita National Recreation Trail is a long-distance hiking path spanning the rugged, forested Ouachita Mountains of Arkansas and Oklahoma.
C. Ruby Crest National Recreation Trail
Ruby Crest National Recreation Trail is a long-distance hiking route that traverses the high alpine ridges, lakes, and basins of Nevada’s Ruby Mountains.
D. Pinhoti National Recreation Trail
The Pinhoti National Recreation Trail is a long-distance hiking route in the southeastern United States that traverses rugged Appalachian foothills and connects with the Appalachian Trail via the Benton MacKaye Trail.
E. Benton MacKaye Trail
The Benton MacKaye Trail is a long-distance hiking path through the Appalachian Mountains of Georgia, Tennessee, and North Carolina, known for its remote backcountry experience and as an alternative to the Appalachian Trail.
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_69aed930bd5c819083e7dcc14fc44f69`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefb82d1a08190aa8c5c48d368b58b`	completed	March 9, 2026, 4:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5629e75e88190935ae3e7db8eb12f`	completed	March 14, 2026, 1:29 p.m.
NEDg	Description generation	`batch_69b566a133b88190bb63b914cec33217`	completed	March 14, 2026, 1:46 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5672588f48190a3da72939032b425`	completed	March 14, 2026, 1:48 p.m.

Created at: March 9, 2026, 3:37 p.m.