Triple
T17855963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wayne County, Pennsylvania |
E445936
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Buckingham Township, Wayne County, Pennsylvania
Buckingham Township is a rural municipality in Wayne County, northeastern Pennsylvania, known for its forested landscapes, small communities, and proximity to the Upper Delaware River region.
|
E1291977
|
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: Buckingham Township, Wayne County, Pennsylvania | Statement: [Wayne County, Pennsylvania, containsTownship, Buckingham Township, Wayne County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buckingham Township, Wayne County, Pennsylvania Context triple: [Wayne County, Pennsylvania, containsTownship, Buckingham Township, Wayne County, Pennsylvania]
-
A.
Buckingham Township, Pennsylvania
Buckingham Township, Pennsylvania is a largely rural-suburban municipality in Bucks County known for its historic villages, scenic landscapes, and role in the greater Doylestown area community.
-
B.
Birmingham Township, Chester County, Pennsylvania
Birmingham Township, located in Chester County, Pennsylvania, is a historic municipality known for its role in the American Revolutionary War, particularly the Battle of Brandywine.
-
C.
Warwick Township, Bucks County, Pennsylvania
Warwick Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, parks, and local history.
-
D.
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.
-
E.
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.
- 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: Buckingham Township, Wayne County, Pennsylvania Triple: [Wayne County, Pennsylvania, containsTownship, Buckingham Township, Wayne County, Pennsylvania]
Generated description
Buckingham Township is a rural municipality in Wayne County, northeastern Pennsylvania, known for its forested landscapes, small communities, and proximity to the Upper Delaware River region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buckingham Township, Wayne County, Pennsylvania Target entity description: Buckingham Township is a rural municipality in Wayne County, northeastern Pennsylvania, known for its forested landscapes, small communities, and proximity to the Upper Delaware River region.
-
A.
Buckingham Township, Pennsylvania
Buckingham Township, Pennsylvania is a largely rural-suburban municipality in Bucks County known for its historic villages, scenic landscapes, and role in the greater Doylestown area community.
-
B.
Birmingham Township, Chester County, Pennsylvania
Birmingham Township, located in Chester County, Pennsylvania, is a historic municipality known for its role in the American Revolutionary War, particularly the Battle of Brandywine.
-
C.
Warwick Township, Bucks County, Pennsylvania
Warwick Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, parks, and local history.
-
D.
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.
-
E.
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.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4978bd5e081909e192f6aada5235f |
completed | April 19, 2026, 8:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c62097c8190a52994d2806cb54a |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d0529f081908d5fd390af9d6bb7 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030dbb23208190bb73c4f9cee76f73 |
completed | May 12, 2026, 11:23 a.m. |
Created at: April 10, 2026, 10:17 a.m.