Triple
T11213673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumberland County, Pennsylvania |
E265372
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Zerbe Township, Pennsylvania
Zerbe Township, Pennsylvania is a small rural municipality located in Northumberland County in the central part of the state.
|
E912103
|
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: Zerbe Township, Pennsylvania | Statement: [Northumberland County, Pennsylvania, containsTownship, Zerbe Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zerbe Township, Pennsylvania Context triple: [Northumberland County, Pennsylvania, containsTownship, Zerbe Township, Pennsylvania]
-
A.
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.
-
B.
Branch Township, Pennsylvania
Branch Township, Pennsylvania is a small municipality in Schuylkill County known for its rural character and proximity to the coal-mining community of Minersville.
-
C.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
-
D.
Shippensburg Township, Pennsylvania
Shippensburg Township, Pennsylvania is a municipal township located in Cumberland County in the south-central region of the state, adjacent to the borough of Shippensburg.
-
E.
Shenango Township, Pennsylvania
Shenango Township, Pennsylvania is a primarily residential community in western Pennsylvania located just southeast of the city of New Castle.
- 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: Zerbe Township, Pennsylvania Triple: [Northumberland County, Pennsylvania, containsTownship, Zerbe Township, Pennsylvania]
Generated description
Zerbe Township, Pennsylvania is a small rural municipality located in Northumberland County in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zerbe Township, Pennsylvania Target entity description: Zerbe Township, Pennsylvania is a small rural municipality located in Northumberland County in the central part of the state.
-
A.
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.
-
B.
Branch Township, Pennsylvania
Branch Township, Pennsylvania is a small municipality in Schuylkill County known for its rural character and proximity to the coal-mining community of Minersville.
-
C.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
-
D.
Shippensburg Township, Pennsylvania
Shippensburg Township, Pennsylvania is a municipal township located in Cumberland County in the south-central region of the state, adjacent to the borough of Shippensburg.
-
E.
Shenango Township, Pennsylvania
Shenango Township, Pennsylvania is a primarily residential community in western Pennsylvania located just southeast of the city of New Castle.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d7f47c8190b78c640ff1a01943 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e497569efc8190b8e9cb6b1db3f94d |
completed | April 19, 2026, 8:50 a.m. |
| NEDg | Description generation | batch_69e49c0a92b08190ac5debb7d67ca776 |
completed | April 19, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49e8dc4ec81908d0defe77827d197 |
completed | April 19, 2026, 9:21 a.m. |
Created at: April 8, 2026, 9:30 p.m.