Triple
T4040825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough, Massachusetts |
E83941
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | Massachusetts Route 30 |
E480432
|
NE FINISHED |
How this triple was built (2 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: [Marlborough, Massachusetts, hasMajorRoad, Massachusetts Route 30]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 30 Context triple: [Marlborough, Massachusetts, hasMajorRoad, 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.
Provenance (3 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfcb931f908190b72d825b95ae4861 |
completed | March 22, 2026, 10:59 a.m. |
Created at: March 9, 2026, 3:37 p.m.