Triple
T7653840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Hadley, Massachusetts |
E173324
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | Massachusetts Route 47 |
E838203
|
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 47 | Statement: [South Hadley, Massachusetts, hasMajorRoad, Massachusetts Route 47]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 47 Context triple: [South Hadley, Massachusetts, hasMajorRoad, Massachusetts Route 47]
-
A.
Massachusetts Route 47
chosen
Massachusetts Route 47 is a north–south state highway in western Massachusetts that runs along the Connecticut River, connecting several Pioneer Valley communities.
-
B.
Massachusetts Route 43
Massachusetts Route 43 is a state highway in western Massachusetts that runs through rural communities, connecting local roads to regional routes near the New York state line.
-
C.
Massachusetts Route 41
Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
-
D.
Massachusetts Route 44
Massachusetts Route 44 is an east–west state highway that runs across southeastern Massachusetts, connecting cities such as Plymouth and Taunton before continuing into neighboring states.
-
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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018d4cdc819092ca297b836190d9 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d4eae224cc8190ac596ff9f8921cda |
completed | April 7, 2026, 11:30 a.m. |
Created at: March 27, 2026, 3:59 p.m.