Triple

T20758849
Position Surface form Disambiguated ID Type / Status
Subject Route 138 (Massachusetts) E510917 entity
Predicate intersects P1018 FINISHED
Object Interstate 495 in Raynham
Interstate 495 in Raynham is a segment of the major outer beltway around Greater Boston, serving as a key regional connector for traffic in southeastern Massachusetts.
E1447969 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 Raynham | Statement: [Route 138 (Massachusetts), intersects, Interstate 495 in Raynham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Raynham
Context triple: [Route 138 (Massachusetts), intersects, Interstate 495 in Raynham]
  • A. Interstate 495 in Wareham
    Interstate 495 in Wareham is a segment of the I-495 beltway in southeastern Massachusetts that serves as a key connector between Cape Cod-bound traffic and the greater Boston and New England highway network.
  • B. 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.
  • C. 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.
  • D. 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).
  • E. 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.
  • 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 Raynham
Triple: [Route 138 (Massachusetts), intersects, Interstate 495 in Raynham]
Generated description
Interstate 495 in Raynham is a segment of the major outer beltway around Greater Boston, serving as a key regional connector for traffic in southeastern Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Raynham
Target entity description: Interstate 495 in Raynham is a segment of the major outer beltway around Greater Boston, serving as a key regional connector for traffic in southeastern Massachusetts.
  • A. Interstate 495 in Wareham
    Interstate 495 in Wareham is a segment of the I-495 beltway in southeastern Massachusetts that serves as a key connector between Cape Cod-bound traffic and the greater Boston and New England highway network.
  • B. 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.
  • C. 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.
  • D. 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).
  • E. 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.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2464fb08190b6b141ca12d9f3f4 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84cc14c8190a3a90116a657af27 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e90ba0188190a4e744a79962bf2e completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e9799dbc8190b91f7c0ba0e1cfaf completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:35 p.m.