Triple
T4194187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westford, Massachusetts |
E89104
|
entity |
| Predicate | majorHighwayAccess |
P385
|
FINISHED |
| Object | Massachusetts Route 225 |
E380056
|
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 225 | Statement: [Westford, Massachusetts, majorHighwayAccess, Massachusetts Route 225]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 225 Context triple: [Westford, Massachusetts, majorHighwayAccess, Massachusetts Route 225]
-
A.
Massachusetts Route 225
chosen
Massachusetts Route 225 is a state highway in Massachusetts that runs east–west through several Middlesex County communities, serving as a regional connector between suburban towns and major routes.
-
B.
Massachusetts Route 202
Massachusetts Route 202 is a north–south state highway that runs through central and western Massachusetts, connecting several towns and serving as a regional arterial route.
-
C.
Massachusetts Route 2A
Massachusetts Route 2A is a state highway in Massachusetts that serves as an alternate and more local route to U.S. Route 2 through several cities and towns in the eastern part of the state.
-
D.
Massachusetts Route 25
Massachusetts Route 25 is a state highway in southeastern Massachusetts that serves as a key connector between Interstate 495 and the Bourne Bridge leading to Cape Cod.
-
E.
Massachusetts Route 27
Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
- 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af034406348190a56c21b5c08a6828 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bff4a84e5881908df112c3a405bbde |
completed | March 22, 2026, 1:54 p.m. |
Created at: March 9, 2026, 3:46 p.m.