Triple
T6853876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Exeter Township, Berks County, Pennsylvania |
E158088
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Stonersville, Pennsylvania
Stonersville, Pennsylvania is a small unincorporated community located within Exeter Township in Berks County.
|
E624078
|
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: Stonersville, Pennsylvania | Statement: [Exeter Township, Berks County, Pennsylvania, contains, Stonersville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stonersville, Pennsylvania Context triple: [Exeter Township, Berks County, Pennsylvania, contains, Stonersville, Pennsylvania]
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
-
C.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
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.
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: Stonersville, Pennsylvania Triple: [Exeter Township, Berks County, Pennsylvania, contains, Stonersville, Pennsylvania]
Generated description
Stonersville, Pennsylvania is a small unincorporated community located within Exeter Township in Berks County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stonersville, Pennsylvania Target entity description: Stonersville, Pennsylvania is a small unincorporated community located within Exeter Township in Berks County.
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
-
C.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
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.
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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fd79e508190b00e45f9cceb3e21 |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c736d6af648190b651b13726f369da |
completed | March 28, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c737d316d08190822e22ff3a41b242 |
completed | March 28, 2026, 2:07 a.m. |
Created at: March 27, 2026, 2:20 p.m.