Triple
T6886418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neshannock Township, Pennsylvania |
E158930
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object |
Hickory Township, Pennsylvania
Hickory Township, Pennsylvania is a rural township in Lawrence County known for its residential communities, farmland, and proximity to the city of New Castle.
|
E625259
|
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: Hickory Township, Pennsylvania | Statement: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Hickory Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hickory Township, Pennsylvania Context triple: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Hickory Township, Pennsylvania]
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
C.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
D.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to 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: Hickory Township, Pennsylvania Triple: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Hickory Township, Pennsylvania]
Generated description
Hickory Township, Pennsylvania is a rural township in Lawrence County known for its residential communities, farmland, and proximity to the city of New Castle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hickory Township, Pennsylvania Target entity description: Hickory Township, Pennsylvania is a rural township in Lawrence County known for its residential communities, farmland, and proximity to the city of New Castle.
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
C.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
D.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d90e92488190b738676342ac6393 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742dc8d608190b2a8e9c1f46e1420 |
completed | March 28, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69c743b2bcb881908341bce7a90e16c3 |
completed | March 28, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7444e57a881908808a4bd96505048 |
completed | March 28, 2026, 3 a.m. |
Created at: March 27, 2026, 2:23 p.m.