Triple
T4590175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton Hills |
E103465
|
entity |
| Predicate | transportRouteAlong |
P30397
|
FINISHED |
| Object | Massachusetts Route 30 |
E480432
|
NE FINISHED |
How this triple was built (3 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 30 | Statement: [Newton Hills, transportRouteAlong, Massachusetts Route 30]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 30 Context triple: [Newton Hills, transportRouteAlong, Massachusetts Route 30]
-
A.
Massachusetts Route 30
chosen
Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
-
B.
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.
-
C.
Massachusetts Route 3
Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
-
D.
Massachusetts Route 31
Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportRouteAlong Context triple: [Newton Hills, transportRouteAlong, Massachusetts Route 30]
-
A.
routeBetween
Indicates that there exists a path or connection enabling travel or communication between two locations or points.
-
B.
roadTraverses
chosen
Indicates that a road passes through, crosses, or extends across a specified geographic area or feature.
-
C.
routeOptimization
Indicates the process of determining the most efficient path or sequence of paths between locations according to specified criteria such as distance, time, or cost.
-
D.
withinDrivingRoute
Indicates that one location can be reached from another via a practical or allowable driving route, typically within a reasonable distance or time.
-
E.
nearbyTransit
Indicates that one location has public transportation options situated within a short distance or easy access from it.
- F. None of above.
Provenance (4 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd592232888190af33c47636ca835d |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72f5aca208190824a611c784ab1a1 |
completed | March 28, 2026, 1:31 a.m. |
| PD | Predicate disambiguation | batch_69bd522acbcc8190bf24d9517793a2c1 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1:11 p.m.