Triple
T1560066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bucks County, Pennsylvania |
E33298
|
entity |
| Predicate | hasHistoricTown |
P847
|
FINISHED |
| Object |
Yardley, Pennsylvania
Yardley, Pennsylvania is a small historic borough along the Delaware River known for its colonial-era roots, charming downtown, and role as a commuter community within Bucks County.
|
E214497
|
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: Yardley, Pennsylvania | Statement: [Bucks County, Pennsylvania, hasHistoricTown, Yardley, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yardley, Pennsylvania Context triple: [Bucks County, Pennsylvania, hasHistoricTown, Yardley, Pennsylvania]
-
A.
Elwyn, Pennsylvania
Elwyn, Pennsylvania is an unincorporated community in Middletown Township, Delaware County, known for its regional rail station and proximity to the historic Elwyn Institute.
-
B.
Yeadon, Pennsylvania
Yeadon, Pennsylvania is a small borough in Delaware County, just outside Philadelphia, known as a primarily residential community with convenient public transit access into the city.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Upland, Pennsylvania
Upland, Pennsylvania is a small borough in Delaware County known historically as the home of the former Crozer Theological Seminary, where Martin Luther King Jr. once studied.
-
E.
Wawa, Pennsylvania
Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
- 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: Yardley, Pennsylvania Triple: [Bucks County, Pennsylvania, hasHistoricTown, Yardley, Pennsylvania]
Generated description
Yardley, Pennsylvania is a small historic borough along the Delaware River known for its colonial-era roots, charming downtown, and role as a commuter community within Bucks County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yardley, Pennsylvania Target entity description: Yardley, Pennsylvania is a small historic borough along the Delaware River known for its colonial-era roots, charming downtown, and role as a commuter community within Bucks County.
-
A.
Elwyn, Pennsylvania
Elwyn, Pennsylvania is an unincorporated community in Middletown Township, Delaware County, known for its regional rail station and proximity to the historic Elwyn Institute.
-
B.
Yeadon, Pennsylvania
Yeadon, Pennsylvania is a small borough in Delaware County, just outside Philadelphia, known as a primarily residential community with convenient public transit access into the city.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Upland, Pennsylvania
Upland, Pennsylvania is a small borough in Delaware County known historically as the home of the former Crozer Theological Seminary, where Martin Luther King Jr. once studied.
-
E.
Wawa, Pennsylvania
Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
- 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_69a885ef9cf48190b0af0f5ce3d02231 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90885d6208190b4b7d6ad336d4d16 |
completed | March 5, 2026, 4:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3b2c2788190a22c3b45dedb1484 |
completed | March 8, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69adf452ab488190b5d57e3b04159408 |
completed | March 8, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4bdb6dc8190964e5e78abfb8e40 |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:27 p.m.