Triple

T3518505
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Turnpike E74363 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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).
E366910 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 Hopkinton, Massachusetts | Statement: [Massachusetts Turnpike, hasJunctionWith, Interstate 495 in Hopkinton, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Hopkinton, Massachusetts
Context triple: [Massachusetts Turnpike, hasJunctionWith, Interstate 495 in Hopkinton, Massachusetts]
  • A. Interstate 95 in Lexington, Massachusetts
    Interstate 95 in Lexington, Massachusetts is a major segment of the Boston-area circumferential highway (also signed as Route 128) that serves as a key commuter and regional traffic corridor northwest of Boston.
  • B. Interstate 395 in Auburn, Massachusetts
    Interstate 395 in Auburn, Massachusetts is a key north–south highway in central Massachusetts that connects to the Massachusetts Turnpike and serves as a major route between Connecticut and the Worcester area.
  • C. Interstate 91 in Greenfield, Massachusetts
    Interstate 91 in Greenfield, Massachusetts is a major north–south highway in western Massachusetts that serves as a key junction and access point for regional routes, including Route 2.
  • D. Interstate 190 in Leominster, Massachusetts
    Interstate 190 in Leominster, Massachusetts is a north–south auxiliary Interstate Highway that connects the city to the Worcester area and serves as a key link toward Route 2 and northern Massachusetts.
  • E. 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.
  • 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 Hopkinton, Massachusetts
Triple: [Massachusetts Turnpike, hasJunctionWith, Interstate 495 in Hopkinton, Massachusetts]
Generated description
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).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Hopkinton, Massachusetts
Target entity description: 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).
  • A. Interstate 95 in Lexington, Massachusetts
    Interstate 95 in Lexington, Massachusetts is a major segment of the Boston-area circumferential highway (also signed as Route 128) that serves as a key commuter and regional traffic corridor northwest of Boston.
  • B. Interstate 395 in Auburn, Massachusetts
    Interstate 395 in Auburn, Massachusetts is a key north–south highway in central Massachusetts that connects to the Massachusetts Turnpike and serves as a major route between Connecticut and the Worcester area.
  • C. Interstate 91 in Greenfield, Massachusetts
    Interstate 91 in Greenfield, Massachusetts is a major north–south highway in western Massachusetts that serves as a key junction and access point for regional routes, including Route 2.
  • D. Interstate 190 in Leominster, Massachusetts
    Interstate 190 in Leominster, Massachusetts is a north–south auxiliary Interstate Highway that connects the city to the Worcester area and serves as a key link toward Route 2 and northern Massachusetts.
  • E. 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.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc49dea88190924c8abd29aabdad completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bc74a208190b3fe59e7b56a3d0d completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38fbb294481908f2e2ef61e0b0371 completed March 13, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69b39006166481908df2faf4b1d7e1bb completed March 13, 2026, 4:18 a.m.
Created at: March 8, 2026, 3:19 p.m.