Triple
T5009155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopewell Township, Beaver County, Pennsylvania |
E112571
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Independence Township, Beaver County, Pennsylvania
Independence Township, Beaver County, Pennsylvania is a rural township in western Pennsylvania known for its residential communities, farmland, and proximity to the Ohio state line.
|
E486009
|
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: Independence Township, Beaver County, Pennsylvania | Statement: [Hopewell Township, Beaver County, Pennsylvania, adjacentTo, Independence Township, Beaver County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Independence Township, Beaver County, Pennsylvania Context triple: [Hopewell Township, Beaver County, Pennsylvania, adjacentTo, Independence Township, Beaver County, Pennsylvania]
-
A.
Liberty Township, Adams County, Pennsylvania
Liberty Township is a rural municipality in Adams County, Pennsylvania, known for its scenic landscapes and proximity to historic Gettysburg.
-
B.
Findlay Township, Pennsylvania
Findlay Township, Pennsylvania is a suburban municipality in Allegheny County best known as the home of Pittsburgh International Airport and various commercial and industrial developments.
-
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.
Indiana Township, Pennsylvania
Indiana Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, green spaces, and proximity to affluent suburbs like Fox Chapel.
-
E.
Mahoning Township, Lawrence County, Pennsylvania
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
- 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: Independence Township, Beaver County, Pennsylvania Triple: [Hopewell Township, Beaver County, Pennsylvania, adjacentTo, Independence Township, Beaver County, Pennsylvania]
Generated description
Independence Township, Beaver County, Pennsylvania is a rural township in western Pennsylvania known for its residential communities, farmland, and proximity to the Ohio state line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Independence Township, Beaver County, Pennsylvania Target entity description: Independence Township, Beaver County, Pennsylvania is a rural township in western Pennsylvania known for its residential communities, farmland, and proximity to the Ohio state line.
-
A.
Liberty Township, Adams County, Pennsylvania
Liberty Township is a rural municipality in Adams County, Pennsylvania, known for its scenic landscapes and proximity to historic Gettysburg.
-
B.
Findlay Township, Pennsylvania
Findlay Township, Pennsylvania is a suburban municipality in Allegheny County best known as the home of Pittsburgh International Airport and various commercial and industrial developments.
-
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.
Indiana Township, Pennsylvania
Indiana Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, green spaces, and proximity to affluent suburbs like Fox Chapel.
-
E.
Mahoning Township, Lawrence County, Pennsylvania
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
- 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72eb05f881908d7dc3d7cd07b2ae |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9269e72881908ea49a77a83b8958 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be933f3ed08190a128c1b3c9b3b1c3 |
completed | March 21, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be940b2eac819099001d403501afac |
completed | March 21, 2026, 12:50 p.m. |
Created at: March 20, 2026, 1:35 p.m.