Triple
T6109594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pioneer Valley Transit Authority |
E136200
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Franklin County, Massachusetts |
E35004
|
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: Franklin County, Massachusetts | Statement: [Pioneer Valley Transit Authority, servesArea, Franklin County, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franklin County, Massachusetts Context triple: [Pioneer Valley Transit Authority, servesArea, Franklin County, Massachusetts]
-
A.
Franklin County, Massachusetts
chosen
Franklin County, Massachusetts is a largely rural county in the northwestern part of the state, known for its small towns, forests, and location along the upper Connecticut River.
-
B.
Hampden County, Massachusetts
Hampden County, Massachusetts is a county in western Massachusetts that includes the city of Springfield and forms part of the state's Pioneer Valley region along the Connecticut River.
-
C.
Suffolk County, Massachusetts
Suffolk County, Massachusetts is an urban county in eastern Massachusetts that includes the city of Boston and several nearby municipalities.
-
D.
Middlesex County, Massachusetts
Middlesex County, Massachusetts is a populous and historically significant county in eastern Massachusetts that includes major cities such as Cambridge, Lowell, and Somerville.
-
E.
Essex County, Massachusetts
Essex County, Massachusetts is a historic coastal county in northeastern Massachusetts that includes cities like Salem and Lawrence and is known for its maritime heritage and early colonial settlements.
- 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_69c0089ea6f88190b349be53e04b4f5f |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b84ed088190a12cdb844d743326 |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca47023570819082904801962f8dcb |
completed | March 30, 2026, 9:48 a.m. |
Created at: March 22, 2026, 4:13 p.m.