Triple

T5233804

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 59	`E118169`	entity
Predicate	category	`P87`	FINISHED
Object	U.S. Highways in Minnesota U.S. Highways in Minnesota are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, rural areas, and neighboring states.	`E504777`	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: U.S. Highways in Minnesota | Statement: [U.S. Route 59, category, U.S. Highways in Minnesota]

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

Target entity: U.S. Highways in Minnesota
Context triple: [U.S. Route 59, category, U.S. Highways in Minnesota]

A. Minnesota state trunk highway system
The Minnesota state trunk highway system is the network of primary state-maintained roads and highways that facilitates major intra- and interstate travel throughout Minnesota.
B. U.S. Highways in Maryland
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
C. U.S. Highways in Arkansas
U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
D. U.S. Numbered Highways in Washington
U.S. Numbered Highways in Washington are the federally designated highway routes that form a major part of the state’s road network, connecting cities, regions, and neighboring states across Washington.
E. U.S. Highways in North Carolina
U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
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: U.S. Highways in Minnesota
Triple: [U.S. Route 59, category, U.S. Highways in Minnesota]

Generated description

U.S. Highways in Minnesota are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, rural areas, and neighboring states.

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

Target entity: U.S. Highways in Minnesota
Target entity description: U.S. Highways in Minnesota are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, rural areas, and neighboring states.

A. Minnesota state trunk highway system
The Minnesota state trunk highway system is the network of primary state-maintained roads and highways that facilitates major intra- and interstate travel throughout Minnesota.
B. U.S. Highways in Maryland
U.S. Highways in Maryland are a network of federally designated routes that provide major regional and interstate road connections across the state.
C. U.S. Highways in Arkansas
U.S. Highways in Arkansas are a network of federally designated routes that provide major regional and cross-state road connections throughout the state, linking cities, towns, and interstate highways.
D. U.S. Numbered Highways in Washington
U.S. Numbered Highways in Washington are the federally designated highway routes that form a major part of the state’s road network, connecting cities, regions, and neighboring states across Washington.
E. U.S. Highways in North Carolina
U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
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_69bd4466fb8c819083b806a79414d7e4`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7b04c03481908d901788ce2c4128`	completed	March 20, 2026, 4:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bef818f31c8190a26950dcd9d6a895`	completed	March 21, 2026, 7:57 p.m.
NEDg	Description generation	`batch_69bef8fb7df08190b3256bbdaf6869df`	completed	March 21, 2026, 8 p.m.
NED2	Entity disambiguation (via description)	`batch_69bef97aa65481908fdce31cf5a7a0c1`	completed	March 21, 2026, 8:03 p.m.

Created at: March 20, 2026, 1:49 p.m.