Triple
T6783845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pembroke, Massachusetts |
E155750
|
entity |
| Predicate | roadServedBy |
P385
|
FINISHED |
| Object |
Massachusetts Route 53
Massachusetts Route 53 is a state highway in southeastern Massachusetts that runs through several South Shore communities, providing a key north–south connection between local towns and major routes.
|
E770456
|
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 53 | Statement: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 53]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 53 Context triple: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 53]
-
A.
Massachusetts Route 38
Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
-
B.
Massachusetts Route 62
Massachusetts Route 62 is an east–west state highway in northeastern Massachusetts that connects several suburban communities north of Boston.
-
C.
Massachusetts Route 93
Massachusetts Route 93 is a primary north–south state highway in Massachusetts that serves as a key commuter and regional connector through the Greater Boston area.
-
D.
Massachusetts Route 32
Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
-
E.
Massachusetts Route 60
Massachusetts Route 60 is an east–west state highway in the Greater Boston area of Massachusetts that connects several northern suburbs and intersects multiple major routes.
- 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 53 Triple: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 53]
Generated description
Massachusetts Route 53 is a state highway in southeastern Massachusetts that runs through several South Shore communities, providing a key north–south connection between local towns and major routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 53 Target entity description: Massachusetts Route 53 is a state highway in southeastern Massachusetts that runs through several South Shore communities, providing a key north–south connection between local towns and major routes.
-
A.
Massachusetts Route 38
Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
-
B.
Massachusetts Route 62
Massachusetts Route 62 is an east–west state highway in northeastern Massachusetts that connects several suburban communities north of Boston.
-
C.
Massachusetts Route 93
Massachusetts Route 93 is a primary north–south state highway in Massachusetts that serves as a key commuter and regional connector through the Greater Boston area.
-
D.
Massachusetts Route 32
Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
-
E.
Massachusetts Route 60
Massachusetts Route 60 is an east–west state highway in the Greater Boston area of Massachusetts that connects several northern suburbs and intersects multiple major routes.
- 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_69c688162bf8819088b664b5c3b5be7a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28bdc3c8190aa60616d89db66ed |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd04f80fc8190aae7c4823ddecb4a |
completed | April 3, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_69cfd118aad08190bcba087d8925cd92 |
completed | April 3, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd17f502881908db49ad0c2065902 |
completed | April 3, 2026, 2:41 p.m. |
Created at: March 27, 2026, 2:14 p.m.