Triple
T820941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MBTA Commuter Rail Newburyport/Rockport Line |
E17744
|
entity |
| Predicate | terminus |
P388
|
FINISHED |
| Object |
Newburyport
Newburyport is a historic coastal city in northeastern Massachusetts known for its maritime heritage, preserved downtown, and role as a commuter hub to Boston.
|
E353306
|
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: Newburyport | Statement: [MBTA Commuter Rail Newburyport/Rockport Line, terminus, Newburyport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newburyport Context triple: [MBTA Commuter Rail Newburyport/Rockport Line, terminus, Newburyport]
-
A.
Hyannis
Hyannis is a major village and commercial hub in the town of Barnstable on Cape Cod, Massachusetts, known for its busy harbor, beaches, and ferry connections to the islands of Martha’s Vineyard and Nantucket.
-
B.
Norfolk, Massachusetts
Norfolk, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, commuter access to Boston, and local conservation areas.
-
C.
Swampscott
Swampscott is a coastal town in northeastern Massachusetts known for its residential character and seaside location north of Boston.
-
D.
Danvers, Massachusetts
Danvers, Massachusetts is a historic New England town north of Boston, best known as the former Salem Village associated with the 1692 Salem witch trials.
-
E.
Cape Ann
Cape Ann is a rocky peninsula on the northeastern coast of Massachusetts known for its historic fishing communities, maritime heritage, and scenic New England coastline.
- 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: Newburyport Triple: [MBTA Commuter Rail Newburyport/Rockport Line, terminus, Newburyport]
Generated description
Newburyport is a historic coastal city in northeastern Massachusetts known for its maritime heritage, preserved downtown, and role as a commuter hub to Boston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newburyport Target entity description: Newburyport is a historic coastal city in northeastern Massachusetts known for its maritime heritage, preserved downtown, and role as a commuter hub to Boston.
-
A.
Hyannis
Hyannis is a major village and commercial hub in the town of Barnstable on Cape Cod, Massachusetts, known for its busy harbor, beaches, and ferry connections to the islands of Martha’s Vineyard and Nantucket.
-
B.
Norfolk, Massachusetts
Norfolk, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, commuter access to Boston, and local conservation areas.
-
C.
Swampscott
Swampscott is a coastal town in northeastern Massachusetts known for its residential character and seaside location north of Boston.
-
D.
Danvers, Massachusetts
Danvers, Massachusetts is a historic New England town north of Boston, best known as the former Salem Village associated with the 1692 Salem witch trials.
-
E.
Cape Ann
Cape Ann is a rocky peninsula on the northeastern coast of Massachusetts known for its historic fishing communities, maritime heritage, and scenic New England coastline.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab7aea38819092a0860ec6e2a033 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b333e6ccac8190904693dd8a632802 |
completed | March 12, 2026, 9:45 p.m. |
| NEDg | Description generation | batch_69b337d7daf081909e5112f49a2aa2f2 |
completed | March 12, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b338eb22e4819094e9344aa5decb18 |
completed | March 12, 2026, 10:06 p.m. |
Created at: March 1, 2026, 7:38 p.m.