Triple
T15129259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Perkiomen Valley |
E361373
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Marlborough Township, Montgomery County, Pennsylvania |
E364643
|
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: Marlborough Township, Montgomery County, Pennsylvania | Statement: [Upper Perkiomen Valley, contains, Marlborough Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough Township, Montgomery County, Pennsylvania Context triple: [Upper Perkiomen Valley, contains, Marlborough Township, Montgomery County, Pennsylvania]
-
A.
Marlborough Township, Pennsylvania
chosen
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
B.
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.
-
C.
Upper Moreland Township, Pennsylvania
Upper Moreland Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to the greater Philadelphia metropolitan area.
-
D.
Middlesex Township, Pennsylvania
Middlesex Township, Pennsylvania is a municipality in south-central Pennsylvania known for its mix of rural and suburban communities within Cumberland County.
-
E.
Horsham Township, Montgomery County, Pennsylvania
Horsham Township, located in Montgomery County, Pennsylvania, is a suburban community north of Philadelphia known for its residential neighborhoods, business parks, and the former Naval Air Station Joint Reserve Base Willow Grove.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f865c08190ab8fd15c14d0c06c |
completed | May 9, 2026, 4:28 a.m. |
Created at: April 10, 2026, 3:06 a.m.