Triple
T10671981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumru Township, Berks County, Pennsylvania |
E251509
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Robeson Township, Berks County, Pennsylvania
Robeson Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its wooded landscapes, small communities, and proximity to the city of Reading.
|
E879720
|
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: Robeson Township, Berks County, Pennsylvania | Statement: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Robeson Township, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robeson Township, Berks County, Pennsylvania Context triple: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Robeson Township, Berks County, Pennsylvania]
-
A.
Robinson Township, Pennsylvania
Robinson Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods and major retail and commercial centers.
-
B.
East Pennsboro Township, Pennsylvania
East Pennsboro Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located across the Susquehanna River from Harrisburg, known for its residential communities and commercial development.
-
C.
Robesonia, Pennsylvania, United States
Robesonia, Pennsylvania, United States is a small borough in Berks County known as the birthplace of technology executive Pat Gelsinger.
-
D.
Washington Township, Lehigh County, Pennsylvania
Washington Township is a rural municipality in northern Lehigh County, Pennsylvania, known for its agricultural landscape and small communities within the Lehigh Valley region.
-
E.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
- 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: Robeson Township, Berks County, Pennsylvania Triple: [Cumru Township, Berks County, Pennsylvania, adjacentTo, Robeson Township, Berks County, Pennsylvania]
Generated description
Robeson Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its wooded landscapes, small communities, and proximity to the city of Reading.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robeson Township, Berks County, Pennsylvania Target entity description: Robeson Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its wooded landscapes, small communities, and proximity to the city of Reading.
-
A.
Robinson Township, Pennsylvania
Robinson Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods and major retail and commercial centers.
-
B.
East Pennsboro Township, Pennsylvania
East Pennsboro Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located across the Susquehanna River from Harrisburg, known for its residential communities and commercial development.
-
C.
Robesonia, Pennsylvania, United States
Robesonia, Pennsylvania, United States is a small borough in Berks County known as the birthplace of technology executive Pat Gelsinger.
-
D.
Washington Township, Lehigh County, Pennsylvania
Washington Township is a rural municipality in northern Lehigh County, Pennsylvania, known for its agricultural landscape and small communities within the Lehigh Valley region.
-
E.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f8648a248190a3bd284c569152e4 |
completed | April 9, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9886e3f108190bb6f17d4e2f394ef |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98cdf6f0c8190a5b926c439c1aca6 |
completed | April 10, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98d5557548190a22102f1c8105e6f |
completed | April 10, 2026, 11:52 p.m. |
Created at: April 8, 2026, 9:09 p.m.