Triple
T4040824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough, Massachusetts |
E83941
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | Massachusetts Route 85 |
E95225
|
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 85 | Statement: [Marlborough, Massachusetts, hasMajorRoad, Massachusetts Route 85]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 85 Context triple: [Marlborough, Massachusetts, hasMajorRoad, Massachusetts Route 85]
-
A.
Massachusetts Route 85
chosen
Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
-
B.
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.
-
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 99
Massachusetts Route 99 is a north–south state highway in the Greater Boston area that connects Boston to Everett and Malden, serving as a key urban arterial route.
-
E.
Massachusetts Route 8
Massachusetts Route 8 is a north–south state highway in western Massachusetts that connects several small towns and links to major routes near the New York and Vermont borders.
- 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_69bfc9d292808190bb0213c52393b153 |
completed | March 22, 2026, 10:52 a.m. |
Created at: March 9, 2026, 3:37 p.m.