Triple
T3401545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Little Schuylkill River |
E71663
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Walker Township, Schuylkill County, Pennsylvania
Walker Township, Schuylkill County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities and natural landscapes within the Little Schuylkill River valley.
|
E356020
|
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: Walker Township, Schuylkill County, Pennsylvania | Statement: [Little Schuylkill River, flowsThrough, Walker Township, Schuylkill County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker Township, Schuylkill County, Pennsylvania Context triple: [Little Schuylkill River, flowsThrough, Walker Township, Schuylkill County, Pennsylvania]
-
A.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
B.
Reading Township, Adams County, Pennsylvania
Reading Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
C.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Spring Township, Berks County, Pennsylvania
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
- 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: Walker Township, Schuylkill County, Pennsylvania Triple: [Little Schuylkill River, flowsThrough, Walker Township, Schuylkill County, Pennsylvania]
Generated description
Walker Township, Schuylkill County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities and natural landscapes within the Little Schuylkill River valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker Township, Schuylkill County, Pennsylvania Target entity description: Walker Township, Schuylkill County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities and natural landscapes within the Little Schuylkill River valley.
-
A.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
B.
Reading Township, Adams County, Pennsylvania
Reading Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
C.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Spring Township, Berks County, Pennsylvania
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
- 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_69ad85aac4808190a092c9cc8911f584 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8c96d7c8190a1f9d035996f79e3 |
completed | March 8, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bd2f8a481908554635ed59c8939 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4792608190b74e02e065d4bc68 |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3525f44948190af72b177193edca4 |
completed | March 12, 2026, 11:55 p.m. |
Created at: March 8, 2026, 3:14 p.m.