Triple
T777615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SEPTA Route 13 |
E16424
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Darby, Pennsylvania
Darby, Pennsylvania is a small historic borough in Delaware County, just southwest of Philadelphia, known for its early settlement and proximity to the city.
|
E116208
|
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: Darby, Pennsylvania | Statement: [SEPTA Route 13, serves, Darby, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darby, Pennsylvania Context triple: [SEPTA Route 13, serves, Darby, Pennsylvania]
-
A.
Durham, Pennsylvania
Durham, Pennsylvania is a small historic village in Bucks County best known as the birthplace and namesake of the flat-bottomed Durham boats used during the American Revolutionary War, including George Washington’s crossing of the Delaware River.
-
B.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
C.
Sunbury, Pennsylvania
Sunbury, Pennsylvania is a small city along the Susquehanna River that serves as the county seat of Northumberland County and a regional hub in central Pennsylvania.
-
D.
Braddock, Pennsylvania
Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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: Darby, Pennsylvania Triple: [SEPTA Route 13, serves, Darby, Pennsylvania]
Generated description
Darby, Pennsylvania is a small historic borough in Delaware County, just southwest of Philadelphia, known for its early settlement and proximity to the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darby, Pennsylvania Target entity description: Darby, Pennsylvania is a small historic borough in Delaware County, just southwest of Philadelphia, known for its early settlement and proximity to the city.
-
A.
Durham, Pennsylvania
Durham, Pennsylvania is a small historic village in Bucks County best known as the birthplace and namesake of the flat-bottomed Durham boats used during the American Revolutionary War, including George Washington’s crossing of the Delaware River.
-
B.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
C.
Sunbury, Pennsylvania
Sunbury, Pennsylvania is a small city along the Susquehanna River that serves as the county seat of Northumberland County and a regional hub in central Pennsylvania.
-
D.
Braddock, Pennsylvania
Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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_69a4936ad1fc81908f190208059ccf78 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a74da7648190adfad56717d564df |
completed | March 1, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ccd40188190b5c4b9c3dc1f7554 |
completed | March 7, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69ac1de2abf08190bae3ccdc5b7f6f9e |
completed | March 7, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1e518f648190aedea67936218178 |
completed | March 7, 2026, 12:47 p.m. |
Created at: March 1, 2026, 7:37 p.m.