Triple
T6853893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Exeter Township, Berks County, Pennsylvania |
E158088
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Cumru Township, Berks County, Pennsylvania |
E251509
|
NE FINISHED |
How this triple was built (2 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: Cumru Township, Berks County, Pennsylvania | Statement: [Exeter Township, Berks County, Pennsylvania, adjacentTo, Cumru Township, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumru Township, Berks County, Pennsylvania Context triple: [Exeter Township, Berks County, Pennsylvania, adjacentTo, Cumru Township, Berks County, Pennsylvania]
-
A.
Cumru Township, Berks County, Pennsylvania
chosen
Cumru Township is a suburban municipality in Berks County, Pennsylvania, located just south of the city of Reading and characterized by a mix of residential communities, commercial areas, and preserved open space.
-
B.
Muhlenberg Township, Berks County, Pennsylvania
Muhlenberg Township is a suburban municipality in Berks County, Pennsylvania, located just north of the city of Reading and known for its residential communities, parks, and local commercial centers.
-
C.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 27, 2026, 2:20 p.m.