Triple
T3883947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Media/Elwyn Line |
E92892
|
entity |
| Predicate | servedCommunity |
P82
|
FINISHED |
| Object |
Wallingford, Pennsylvania
Wallingford, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and commuter access to the city.
|
E422750
|
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: Wallingford, Pennsylvania | Statement: [Media/Elwyn Line, servedCommunity, Wallingford, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wallingford, Pennsylvania Context triple: [Media/Elwyn Line, servedCommunity, Wallingford, Pennsylvania]
-
A.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
B.
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.
-
C.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
D.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
E.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
- 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: Wallingford, Pennsylvania Triple: [Media/Elwyn Line, servedCommunity, Wallingford, Pennsylvania]
Generated description
Wallingford, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and commuter access to the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wallingford, Pennsylvania Target entity description: Wallingford, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and commuter access to the city.
-
A.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
B.
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.
-
C.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
D.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
E.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
- 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeec9029908190a7b36a3827734db1 |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b595eea03c8190a76a4e09a6d03919 |
completed | March 14, 2026, 5:07 p.m. |
| NEDg | Description generation | batch_69b599c94ce48190a77065377e7c09f3 |
completed | March 14, 2026, 5:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59a2683488190954d95bc2f2bf456 |
completed | March 14, 2026, 5:25 p.m. |
Created at: March 9, 2026, 3:20 p.m.