Triple
T11286331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Route 109 |
E267198
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
Interstate 495 in Milford
Interstate 495 in Milford is a segment of the I-495 beltway around Greater Boston that serves as a major regional freeway connection for the town of Milford, Massachusetts.
|
E916895
|
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 Milford | Statement: [Massachusetts Route 109, hasJunctionWith, Interstate 495 in Milford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Milford Context triple: [Massachusetts Route 109, hasJunctionWith, Interstate 495 in Milford]
-
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 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.
-
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 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.
- 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 Milford Triple: [Massachusetts Route 109, hasJunctionWith, Interstate 495 in Milford]
Generated description
Interstate 495 in Milford is a segment of the I-495 beltway around Greater Boston that serves as a major regional freeway connection for the town of Milford, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 495 in Milford Target entity description: Interstate 495 in Milford is a segment of the I-495 beltway around Greater Boston that serves as a major regional freeway connection for the town of Milford, 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 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.
-
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 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.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e986b0f08190a414749eaa7f1a5d |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a18ef88819095905fe726e07053 |
completed | April 19, 2026, 5 p.m. |
| NEDg | Description generation | batch_69e510f7bec08190989118b6e4a7fa49 |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5168c8da0819093bf61d8ea5f9e35 |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:32 p.m.