Triple
T9270518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schuylkill Haven, Pennsylvania |
E222811
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
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.
|
E819534
|
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 443 | Statement: [Schuylkill Haven, Pennsylvania, hasTransportation, Pennsylvania Route 443]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 443 Context triple: [Schuylkill Haven, Pennsylvania, hasTransportation, Pennsylvania Route 443]
-
A.
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.
-
B.
Pennsylvania Route 194
Pennsylvania Route 194 is a state highway in south-central Pennsylvania that runs through rural and small-town communities, connecting areas such as Hanover with neighboring regions.
-
C.
Pennsylvania Route 849
Pennsylvania Route 849 is a state highway in central Pennsylvania that runs through rural areas of Perry County, providing a local connector between small communities and larger regional routes.
-
D.
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.
-
E.
Pennsylvania Route 145
Pennsylvania Route 145 is a state highway in eastern Pennsylvania that primarily serves the Allentown area, connecting local communities and commercial centers in Lehigh County.
- 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 443 Triple: [Schuylkill Haven, Pennsylvania, hasTransportation, Pennsylvania Route 443]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 443 Target entity description: 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.
-
A.
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.
-
B.
Pennsylvania Route 194
Pennsylvania Route 194 is a state highway in south-central Pennsylvania that runs through rural and small-town communities, connecting areas such as Hanover with neighboring regions.
-
C.
Pennsylvania Route 849
Pennsylvania Route 849 is a state highway in central Pennsylvania that runs through rural areas of Perry County, providing a local connector between small communities and larger regional routes.
-
D.
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.
-
E.
Pennsylvania Route 145
Pennsylvania Route 145 is a state highway in eastern Pennsylvania that primarily serves the Allentown area, connecting local communities and commercial centers in Lehigh County.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd078525308190abfb883123742d3f |
completed | April 1, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bca05c608190935af17d94c567d6 |
completed | April 5, 2026, 1:36 a.m. |
| NEDg | Description generation | batch_69d1bd5820408190a4f5f7ef8b0e14aa |
completed | April 5, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1bdc0135881909b69814e6cf3741b |
completed | April 5, 2026, 1:41 a.m. |
Created at: March 30, 2026, 7:33 p.m.