Triple
T12238191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oxford, Pennsylvania |
E291655
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Pennsylvania Route 472
Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
|
E1071800
|
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: Pennsylvania Route 472 | Statement: [Oxford, Pennsylvania, hasTransportation, Pennsylvania Route 472]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 472 Context triple: [Oxford, Pennsylvania, hasTransportation, Pennsylvania Route 472]
-
A.
Pennsylvania Route 487
Pennsylvania Route 487 is a state highway in Pennsylvania that runs generally north–south through several counties, providing access to communities, state parks, and scenic areas along its route.
-
B.
Pennsylvania Route 452
Pennsylvania Route 452 is a state highway in southeastern Pennsylvania that connects the borough of Marcus Hook with nearby communities in Delaware County.
-
C.
Pennsylvania Route 443
Pennsylvania Route 443 is a state highway in Pennsylvania that runs east–west across several counties, connecting rural communities and small towns, including Schuylkill Haven.
-
D.
Pennsylvania Route 724
Pennsylvania Route 724 is a state highway in southeastern Pennsylvania that runs through Berks and Chester counties, connecting communities near Reading with areas to the east and south.
-
E.
Pennsylvania Route 741
Pennsylvania Route 741 is a state highway in Lancaster County, Pennsylvania, that serves as a key local connector through rural communities and attractions, including the area around the Railroad Museum of Pennsylvania.
- 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: Pennsylvania Route 472 Triple: [Oxford, Pennsylvania, hasTransportation, Pennsylvania Route 472]
Generated description
Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 472 Target entity description: Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
-
A.
Pennsylvania Route 487
Pennsylvania Route 487 is a state highway in Pennsylvania that runs generally north–south through several counties, providing access to communities, state parks, and scenic areas along its route.
-
B.
Pennsylvania Route 452
Pennsylvania Route 452 is a state highway in southeastern Pennsylvania that connects the borough of Marcus Hook with nearby communities in Delaware County.
-
C.
Pennsylvania Route 443
Pennsylvania Route 443 is a state highway in Pennsylvania that runs east–west across several counties, connecting rural communities and small towns, including Schuylkill Haven.
-
D.
Pennsylvania Route 724
Pennsylvania Route 724 is a state highway in southeastern Pennsylvania that runs through Berks and Chester counties, connecting communities near Reading with areas to the east and south.
-
E.
Pennsylvania Route 741
Pennsylvania Route 741 is a state highway in Lancaster County, Pennsylvania, that serves as a key local connector through rural communities and attractions, including the area around the Railroad Museum of Pennsylvania.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb45340819093365f8efdf85f75 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1ad4cc48190a680652efa3ab463 |
completed | May 6, 2026, 8:16 p.m. |
| NEDg | Description generation | batch_69fba5918348819084fa4235eec6eee0 |
completed | May 6, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba6b5e4f4819088e8a0629e17e4cc |
completed | May 6, 2026, 8:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.