Triple
T18383597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 29 |
E446519
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Montgomery County suburbs of Philadelphia |
—
|
NE NERFINISHED |
How this triple was built (3 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: Montgomery County suburbs of Philadelphia | Statement: [Pennsylvania Route 29, regionServed, Montgomery County suburbs of Philadelphia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery County suburbs of Philadelphia Context triple: [Pennsylvania Route 29, regionServed, Montgomery County suburbs of Philadelphia]
-
A.
Montgomery County, Pennsylvania
Montgomery County, Pennsylvania is a suburban county northwest of Philadelphia known for its Revolutionary War history, including the site of George Washington’s winter encampment at Valley Forge.
-
B.
Borough of West Chester
The Borough of West Chester is a historic municipality in southeastern Pennsylvania that serves as the county seat of Chester County and features a vibrant downtown and well-preserved architecture.
-
C.
Lower Moreland Township, Montgomery County, Pennsylvania
Lower Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities and proximity to Philadelphia.
-
D.
Montgomery County boroughs
Montgomery County boroughs are the small incorporated municipalities within Montgomery County, Pennsylvania, that have their own local governments distinct from the county’s townships and cities.
-
E.
Montgomery Township, Montgomery County, Pennsylvania
Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery County suburbs of Philadelphia Target entity description: The Montgomery County suburbs of Philadelphia are a collection of residential communities northwest of the city known for their commuter-friendly access, strong school districts, and mix of historic towns and modern developments.
-
A.
Montgomery County, Pennsylvania
chosen
Montgomery County, Pennsylvania is a suburban county northwest of Philadelphia known for its Revolutionary War history, including the site of George Washington’s winter encampment at Valley Forge.
-
B.
Borough of West Chester
The Borough of West Chester is a historic municipality in southeastern Pennsylvania that serves as the county seat of Chester County and features a vibrant downtown and well-preserved architecture.
-
C.
Lower Moreland Township, Montgomery County, Pennsylvania
Lower Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities and proximity to Philadelphia.
-
D.
Montgomery County boroughs
Montgomery County boroughs are the small incorporated municipalities within Montgomery County, Pennsylvania, that have their own local governments distinct from the county’s townships and cities.
-
E.
Montgomery Township, Montgomery County, Pennsylvania
Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
- F. None of above.
Provenance (2 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179da1048190944398e229e7a4c1 |
completed | April 19, 2026, 5:57 p.m. |
Created at: April 10, 2026, 10:45 a.m.