Triple

T7717345

Position	Surface form	Disambiguated ID	Type / Status
Subject	Interstate Highways in Massachusetts	`E174918`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Interstate 495 in Massachusetts Interstate 495 in Massachusetts is a major auxiliary beltway of Interstate 95 that forms an outer loop around the Greater Boston area, serving as a key route for regional and commuter traffic.	`E689674`	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: Interstate 495 in Massachusetts | Statement: [Interstate Highways in Massachusetts, hasComponent, Interstate 495 in Massachusetts]

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

Target entity: Interstate 495 in Massachusetts
Context triple: [Interstate Highways in Massachusetts, hasComponent, Interstate 495 in Massachusetts]

A. Interstate 495 in Chelmsford, Massachusetts
Interstate 495 in Chelmsford, Massachusetts is a key segment of the outer beltway around Greater Boston, serving as a major regional connector for commuter and through traffic in northeastern Massachusetts.
B. Interstate 495 in New York
Interstate 495 in New York is a major east–west expressway better known as the Long Island Expressway, serving as a primary transportation corridor between New York City and Long Island.
C. Interstate 495 in Lowell, Massachusetts
Interstate 495 in Lowell, Massachusetts is a major circumferential highway around Greater Boston that serves as a key regional connector for traffic passing through the Lowell area.
D. Interstate 495 in Haverhill
Interstate 495 in Haverhill is a segment of the major circumferential highway around Greater Boston that serves as a key regional connector for traffic in northeastern Massachusetts.
E. Interstate 495 in Hopkinton, Massachusetts
Interstate 495 in Hopkinton, Massachusetts is a segment of the I-495 beltway around Greater Boston that serves as a major regional connector and interchange point with the Massachusetts Turnpike (I-90).
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: Interstate 495 in Massachusetts
Triple: [Interstate Highways in Massachusetts, hasComponent, Interstate 495 in Massachusetts]

Generated description

Interstate 495 in Massachusetts is a major auxiliary beltway of Interstate 95 that forms an outer loop around the Greater Boston area, serving as a key route for regional and commuter traffic.

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

Target entity: Interstate 495 in Massachusetts
Target entity description: Interstate 495 in Massachusetts is a major auxiliary beltway of Interstate 95 that forms an outer loop around the Greater Boston area, serving as a key route for regional and commuter traffic.

A. Interstate 495 in Chelmsford, Massachusetts
Interstate 495 in Chelmsford, Massachusetts is a key segment of the outer beltway around Greater Boston, serving as a major regional connector for commuter and through traffic in northeastern Massachusetts.
B. Interstate 495 in New York
Interstate 495 in New York is a major east–west expressway better known as the Long Island Expressway, serving as a primary transportation corridor between New York City and Long Island.
C. Interstate 495 in Lowell, Massachusetts
Interstate 495 in Lowell, Massachusetts is a major circumferential highway around Greater Boston that serves as a key regional connector for traffic passing through the Lowell area.
D. Interstate 495 in Haverhill
Interstate 495 in Haverhill is a segment of the major circumferential highway around Greater Boston that serves as a key regional connector for traffic in northeastern Massachusetts.
E. Interstate 495 in Hopkinton, Massachusetts
Interstate 495 in Hopkinton, Massachusetts is a segment of the I-495 beltway around Greater Boston that serves as a major regional connector and interchange point with the Massachusetts Turnpike (I-90).
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_69c6995c463c8190a14458036249d419`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c702ceb23481909600f876023dde92`	completed	March 27, 2026, 10:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c9062001f08190a12265cb518863e1`	completed	March 29, 2026, 10:59 a.m.
NEDg	Description generation	`batch_69c90685102881909407b7014d69f0de`	completed	March 29, 2026, 11:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69c906d006dc819095c85bda52030f46`	completed	March 29, 2026, 11:02 a.m.

Created at: March 27, 2026, 4:05 p.m.