Triple
T2934417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warminster, Pennsylvania |
E79230
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Warrington Township, Bucks County, Pennsylvania
Warrington Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, commercial centers, and local parks.
|
E314707
|
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: Warrington Township, Bucks County, Pennsylvania | Statement: [Warminster, Pennsylvania, borders, Warrington Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warrington Township, Bucks County, Pennsylvania Context triple: [Warminster, Pennsylvania, borders, Warrington Township, Bucks County, Pennsylvania]
-
A.
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.
-
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.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
D.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
-
E.
Wilmington Township, Lawrence County, Pennsylvania
Wilmington Township is a rural municipality in Lawrence County, Pennsylvania, known for its agricultural landscape and small-community character in the western part of the state.
- 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: Warrington Township, Bucks County, Pennsylvania Triple: [Warminster, Pennsylvania, borders, Warrington Township, Bucks County, Pennsylvania]
Generated description
Warrington Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, commercial centers, and local parks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warrington Township, Bucks County, Pennsylvania Target entity description: Warrington Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, commercial centers, and local parks.
-
A.
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.
-
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.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
D.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
-
E.
Wilmington Township, Lawrence County, Pennsylvania
Wilmington Township is a rural municipality in Lawrence County, Pennsylvania, known for its agricultural landscape and small-community character in the western part of the state.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983b65f881909b8b7d3dc5c224fd |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc6c2cc08190ab34973c3f33a34d |
completed | March 11, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69b0fd5e0ce081909a3fe89afc57a708 |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1011c30ec8190a61b447733c7d4e7 |
completed | March 11, 2026, 5:43 a.m. |
Created at: March 8, 2026, 2:56 p.m.