Triple
T23355932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bressler, Pennsylvania
Bressler, Pennsylvania is a small unincorporated community and census-designated place in Dauphin County, near Harrisburg in the central part of the state.
|
E1583015
|
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: Bressler, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, contains, Bressler, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bressler, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Bressler, Pennsylvania]
-
A.
Blairsville, Pennsylvania
Blairsville, Pennsylvania is a small borough in Indiana County known historically as a transportation and industrial hub along the Conemaugh River in western Pennsylvania.
-
B.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
C.
Kresgeville, Pennsylvania
Kresgeville, Pennsylvania is a small unincorporated community located in the Pocono region of eastern Pennsylvania.
-
D.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
E.
Blossburg, Pennsylvania
Blossburg, Pennsylvania is a small borough in Tioga County known historically for its coal mining industry and role in the region’s early industrial development.
- 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: Bressler, Pennsylvania Triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Bressler, Pennsylvania]
Generated description
Bressler, Pennsylvania is a small unincorporated community and census-designated place in Dauphin County, near Harrisburg in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bressler, Pennsylvania Target entity description: Bressler, Pennsylvania is a small unincorporated community and census-designated place in Dauphin County, near Harrisburg in the central part of the state.
-
A.
Blairsville, Pennsylvania
Blairsville, Pennsylvania is a small borough in Indiana County known historically as a transportation and industrial hub along the Conemaugh River in western Pennsylvania.
-
B.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
C.
Kresgeville, Pennsylvania
Kresgeville, Pennsylvania is a small unincorporated community located in the Pocono region of eastern Pennsylvania.
-
D.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
E.
Blossburg, Pennsylvania
Blossburg, Pennsylvania is a small borough in Tioga County known historically for its coal mining industry and role in the region’s early industrial development.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dcfa8248190a55172c9784d804a |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c60283668819096076b1bf406eaa0 |
completed | May 19, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c60b52fe88190854803902df750c5 |
completed | May 19, 2026, 1:08 p.m. |
Created at: April 17, 2026, 5:27 p.m.