Triple
T15129303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Valley |
E361374
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Upper Salford Township area
Upper Salford Township area is a rural community in Montgomery County, Pennsylvania, characterized by its scenic landscapes, historic sites, and small-town residential character within the Perkiomen Valley region.
|
E1138793
|
NE FINISHED |
How this triple was built (4 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: Upper Salford Township area | Statement: [Perkiomen Valley, contains, Upper Salford Township area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Salford Township area Context triple: [Perkiomen Valley, contains, Upper Salford Township area]
-
A.
Upper Township
Upper Township is a coastal municipality in Cape May County, New Jersey, known for its residential communities, shore proximity, and access to beaches and wetlands.
-
B.
Manchester Township
Manchester Township is a civil township in Washtenaw County, Michigan, known for its rural character and proximity to the city of Ann Arbor.
-
C.
Uniontown metropolitan area
The Uniontown metropolitan area is a small metropolitan region in southwestern Pennsylvania centered on the city of Uniontown and its surrounding communities.
-
D.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
E.
North York Township
North York Township was a former suburban municipality in Metropolitan Toronto, Ontario, that developed into a major urban district before being amalgamated into the City of Toronto.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Upper Salford Township area Triple: [Perkiomen Valley, contains, Upper Salford Township area]
Generated description
Upper Salford Township area is a rural community in Montgomery County, Pennsylvania, characterized by its scenic landscapes, historic sites, and small-town residential character within the Perkiomen Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Salford Township area Target entity description: Upper Salford Township area is a rural community in Montgomery County, Pennsylvania, characterized by its scenic landscapes, historic sites, and small-town residential character within the Perkiomen Valley region.
-
A.
Upper Township
Upper Township is a coastal municipality in Cape May County, New Jersey, known for its residential communities, shore proximity, and access to beaches and wetlands.
-
B.
Manchester Township
Manchester Township is a civil township in Washtenaw County, Michigan, known for its rural character and proximity to the city of Ann Arbor.
-
C.
Uniontown metropolitan area
The Uniontown metropolitan area is a small metropolitan region in southwestern Pennsylvania centered on the city of Uniontown and its surrounding communities.
-
D.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
E.
North York Township
North York Township was a former suburban municipality in Metropolitan Toronto, Ontario, that developed into a major urban district before being amalgamated into the City of Toronto.
- F. None of above. chosen
Provenance (5 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. |
| NEDg | Description generation | batch_69feba6899c481909651fec7459a0206 |
completed | May 9, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febae016188190bb44709a8c3b01c3 |
completed | May 9, 2026, 4:41 a.m. |
Created at: April 10, 2026, 3:06 a.m.