Triple
T16441105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whitemarsh Township, Pennsylvania |
E399303
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Plymouth Township, Montgomery County, Pennsylvania
Plymouth Township, Montgomery County, Pennsylvania is a suburban municipality near Philadelphia known for its residential communities, commercial centers, and access to major highways.
|
E1213759
|
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: Plymouth Township, Montgomery County, Pennsylvania | Statement: [Whitemarsh Township, Pennsylvania, borderedBy, Plymouth Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plymouth Township, Montgomery County, Pennsylvania Context triple: [Whitemarsh Township, Pennsylvania, borderedBy, Plymouth Township, Montgomery County, Pennsylvania]
-
A.
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.
-
B.
Palmyra Township, Pike County, Pennsylvania
Palmyra Township in Pike County, Pennsylvania is a rural township in the Pocono Mountains region known for its forests, lakes, and outdoor recreation opportunities.
-
C.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
D.
Plainfield Township, Northampton County, Pennsylvania
Plainfield Township, Northampton County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities, agricultural landscape, and proximity to the Lehigh Valley region.
-
E.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
- 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: Plymouth Township, Montgomery County, Pennsylvania Triple: [Whitemarsh Township, Pennsylvania, borderedBy, Plymouth Township, Montgomery County, Pennsylvania]
Generated description
Plymouth Township, Montgomery County, Pennsylvania is a suburban municipality near Philadelphia known for its residential communities, commercial centers, and access to major highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plymouth Township, Montgomery County, Pennsylvania Target entity description: Plymouth Township, Montgomery County, Pennsylvania is a suburban municipality near Philadelphia known for its residential communities, commercial centers, and access to major highways.
-
A.
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.
-
B.
Palmyra Township, Pike County, Pennsylvania
Palmyra Township in Pike County, Pennsylvania is a rural township in the Pocono Mountains region known for its forests, lakes, and outdoor recreation opportunities.
-
C.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
D.
Plainfield Township, Northampton County, Pennsylvania
Plainfield Township, Northampton County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities, agricultural landscape, and proximity to the Lehigh Valley region.
-
E.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba7fb0c8190a6a872705cd38987 |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00458dde8881909778c9964ddc8efa |
completed | May 10, 2026, 8:45 a.m. |
| NEDg | Description generation | batch_6a00472cdc2881908211045515cd21ee |
completed | May 10, 2026, 8:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0047b4b6688190afef52b39788ceae |
completed | May 10, 2026, 8:54 a.m. |
Created at: April 10, 2026, 5:10 a.m.