Triple
T12547401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
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.
|
E990903
|
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: Plainfield Township, Northampton County, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Plainfield Township, Northampton County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plainfield Township, Northampton County, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Plainfield Township, Northampton County, Pennsylvania]
-
A.
Springfield Township, Fayette County, Pennsylvania
Springfield Township, Fayette County, Pennsylvania is a rural township in southwestern Pennsylvania known for its small communities like Mill Run and its proximity to the Laurel Highlands.
-
B.
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.
-
C.
Clinton Township, Butler County, Pennsylvania
Clinton Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known for its residential communities and inclusion in the South Butler County School District.
-
D.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
E.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
- 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: Plainfield Township, Northampton County, Pennsylvania Triple: [Northampton County, Pennsylvania, containsTownship, Plainfield Township, Northampton County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plainfield Township, Northampton County, Pennsylvania Target entity description: 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.
-
A.
Springfield Township, Fayette County, Pennsylvania
Springfield Township, Fayette County, Pennsylvania is a rural township in southwestern Pennsylvania known for its small communities like Mill Run and its proximity to the Laurel Highlands.
-
B.
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.
-
C.
Clinton Township, Butler County, Pennsylvania
Clinton Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known for its residential communities and inclusion in the South Butler County School District.
-
D.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
E.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95481ba28819099f7cd2de02e8837 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655826bbc8190af20858342c008ff |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566fe5dc8190910bc7ad34593a58 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65702435c8190a69e681c56a19b16 |
completed | May 2, 2026, 7:56 p.m. |
Created at: April 8, 2026, 9:57 p.m.