Triple

T173900

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Numbered Highway System	`E3535`	entity
Predicate	distinctFrom	`P1612`	FINISHED
Object	United States Numbered Bicycle Route System The United States Numbered Bicycle Route System is a developing national network of officially designated, long-distance cycling routes that connect states and regions across the country.	`E21728`	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: United States Numbered Bicycle Route System | Statement: [United States Numbered Highway System, distinctFrom, United States Numbered Bicycle Route System]

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

Target entity: United States Numbered Bicycle Route System
Context triple: [United States Numbered Highway System, distinctFrom, United States Numbered Bicycle Route System]

A. United States Numbered Highway System
The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
B. National Recreation Trail
A National Recreation Trail is a federally recognized trail in the United States designated for its outstanding recreation opportunities and contribution to public access and enjoyment of the outdoors.
C. National Highway System
The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
D. Appalachian Trail
The Appalachian Trail is a famous long-distance hiking footpath in the eastern United States that stretches over 2,000 miles from Georgia to Maine through diverse mountain and forest landscapes.
E. National Trails System units
National Trails System units are federally designated long-distance trails in the United States that preserve scenic, historic, and recreational routes across diverse landscapes.
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: United States Numbered Bicycle Route System
Triple: [United States Numbered Highway System, distinctFrom, United States Numbered Bicycle Route System]

Generated description

The United States Numbered Bicycle Route System is a developing national network of officially designated, long-distance cycling routes that connect states and regions across the country.

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

Target entity: United States Numbered Bicycle Route System
Target entity description: The United States Numbered Bicycle Route System is a developing national network of officially designated, long-distance cycling routes that connect states and regions across the country.

A. United States Numbered Highway System
The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
B. National Recreation Trail
A National Recreation Trail is a federally recognized trail in the United States designated for its outstanding recreation opportunities and contribution to public access and enjoyment of the outdoors.
C. National Highway System
The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
D. Appalachian Trail
The Appalachian Trail is a famous long-distance hiking footpath in the eastern United States that stretches over 2,000 miles from Georgia to Maine through diverse mountain and forest landscapes.
E. National Trails System units
National Trails System units are federally designated long-distance trails in the United States that preserve scenic, historic, and recreational routes across diverse landscapes.
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_69a25374990081909766d30c79a18e0e`	completed	Feb. 28, 2026, 2:31 a.m.
NER	Named-entity recognition	`batch_69a258e1ec008190a89dd452f72574f4`	completed	Feb. 28, 2026, 2:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2e7e38b8881908c5030f7c9553aff`	completed	Feb. 28, 2026, 1:04 p.m.
NEDg	Description generation	`batch_69a2e8f4bc508190bbf7f46ba45a0bfb`	completed	Feb. 28, 2026, 1:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69a2e9dfe0ac8190a48809a28fa0c8bd`	completed	Feb. 28, 2026, 1:13 p.m.

Created at: Feb. 28, 2026, 2:39 a.m.