Triple

T824469

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massachusetts state highway system	`E17823`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	U.S. Numbered Highways in Massachusetts U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.	`E103892`	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. Numbered Highways in Massachusetts | Statement: [Massachusetts state highway system, hasComponent, U.S. Numbered Highways in Massachusetts]

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

Target entity: U.S. Numbered Highways in Massachusetts
Context triple: [Massachusetts state highway system, hasComponent, U.S. Numbered Highways in Massachusetts]

A. Massachusetts state highway system
The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
B. Interstate 95 (Massachusetts)
Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
C. Massachusetts Route 119
Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
D. Massachusetts Route 85
Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
E. Massachusetts Route 3
Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
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. Numbered Highways in Massachusetts
Triple: [Massachusetts state highway system, hasComponent, U.S. Numbered Highways in Massachusetts]

Generated description

U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.

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

Target entity: U.S. Numbered Highways in Massachusetts
Target entity description: U.S. Numbered Highways in Massachusetts are the federally designated routes that form a key part of the state’s road network, connecting major cities and regions within Massachusetts to the broader United States highway system.

A. Massachusetts state highway system
The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
B. Interstate 95 (Massachusetts)
Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
C. Massachusetts Route 119
Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
D. Massachusetts Route 85
Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
E. Massachusetts Route 3
Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
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_69a4937c9c188190aaa216f6b466f452`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ab7eb0a08190889463edb0e7bd59`	completed	March 1, 2026, 9:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7b84122cc81909b12b69e27d50008`	completed	March 4, 2026, 4:42 a.m.
NEDg	Description generation	`batch_69a7b946a4348190bfe86d5b93696383`	completed	March 4, 2026, 4:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7b9bb13f08190ad75518ba81b210d`	completed	March 4, 2026, 4:48 a.m.

Created at: March 1, 2026, 7:38 p.m.