Triple
T6571548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Acushnet, Massachusetts |
E155450
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object |
Massachusetts Route 18 (nearby in New Bedford)
Massachusetts Route 18 is a major north–south state highway in southeastern Massachusetts that serves as a key arterial route through New Bedford and surrounding communities.
|
E602219
|
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: Massachusetts Route 18 (nearby in New Bedford) | Statement: [Acushnet, Massachusetts, hasTransportationAccess, Massachusetts Route 18 (nearby in New Bedford)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 18 (nearby in New Bedford) Context triple: [Acushnet, Massachusetts, hasTransportationAccess, Massachusetts Route 18 (nearby in New Bedford)]
-
A.
Massachusetts Route 10 in Northampton area
Massachusetts Route 10 in the Northampton area is a state highway in western Massachusetts that serves as a key north–south connector through Northampton and nearby communities.
-
B.
Route 128 (Massachusetts) in Lexington, Massachusetts
Route 128 (Massachusetts) in Lexington, Massachusetts is a segment of the major circumferential highway around Boston, serving as a key suburban beltway and connector for regional traffic.
-
C.
Massachusetts Route
A Massachusetts Route is a numbered state highway within the Commonwealth of Massachusetts that forms part of the state's primary road network.
-
D.
U.S. Route 1 (Massachusetts)
U.S. Route 1 (Massachusetts) is a major north–south highway running through eastern Massachusetts, serving as a key arterial route connecting Boston and surrounding communities to New Hampshire and Rhode Island.
-
E.
U.S. Route 1A in Massachusetts
U.S. Route 1A in Massachusetts is an alternate alignment of U.S. Route 1 that serves several coastal and urban communities north and south of Boston.
- 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: Massachusetts Route 18 (nearby in New Bedford) Triple: [Acushnet, Massachusetts, hasTransportationAccess, Massachusetts Route 18 (nearby in New Bedford)]
Generated description
Massachusetts Route 18 is a major north–south state highway in southeastern Massachusetts that serves as a key arterial route through New Bedford and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 18 (nearby in New Bedford) Target entity description: Massachusetts Route 18 is a major north–south state highway in southeastern Massachusetts that serves as a key arterial route through New Bedford and surrounding communities.
-
A.
Massachusetts Route 10 in Northampton area
Massachusetts Route 10 in the Northampton area is a state highway in western Massachusetts that serves as a key north–south connector through Northampton and nearby communities.
-
B.
Route 128 (Massachusetts) in Lexington, Massachusetts
Route 128 (Massachusetts) in Lexington, Massachusetts is a segment of the major circumferential highway around Boston, serving as a key suburban beltway and connector for regional traffic.
-
C.
Massachusetts Route
A Massachusetts Route is a numbered state highway within the Commonwealth of Massachusetts that forms part of the state's primary road network.
-
D.
U.S. Route 1 (Massachusetts)
U.S. Route 1 (Massachusetts) is a major north–south highway running through eastern Massachusetts, serving as a key arterial route connecting Boston and surrounding communities to New Hampshire and Rhode Island.
-
E.
U.S. Route 1A in Massachusetts
U.S. Route 1A in Massachusetts is an alternate alignment of U.S. Route 1 that serves several coastal and urban communities north and south of Boston.
- 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_69c688151254819080387f87deab8fa7 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae58b8948190bae11ec3a140aa6f |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb964fe48190a28fc50426d7c5d4 |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd071be4819090d6adf0e27c99d2 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce04855481908bfca416fda8c218 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:53 p.m.