Triple
T9881716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Reading area |
E180822
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Cumru Township, Pennsylvania |
E624449
|
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, Pennsylvania | Statement: [Greater Reading area, includes, Cumru Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumru Township, Pennsylvania Context triple: [Greater Reading area, includes, Cumru Township, Pennsylvania]
-
A.
Cumru Township, Pennsylvania
chosen
Cumru Township, Pennsylvania is a suburban municipality in Berks County located just south of Reading within the Reading metropolitan area.
-
B.
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.
-
C.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
D.
Cranberry Township, Pennsylvania
Cranberry Township, Pennsylvania is a rapidly growing suburban community in Butler County, north of Pittsburgh, known as a major residential and commercial hub at the crossroads of several key highways.
-
E.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
- 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_69ca828082cc8190a40f8d299caa6545 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb41639c88190a9ef3d950485e3ab |
completed | April 2, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eaea3d788190b3020c07c2739495 |
completed | April 5, 2026, 4:54 a.m. |
Created at: March 30, 2026, 8:38 p.m.