Triple
T5296264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Union Township, Lawrence County, Pennsylvania |
E119862
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Taylor Township, Lawrence County, Pennsylvania
Taylor Township, Lawrence County, Pennsylvania is a small rural municipality in western Pennsylvania known for its residential communities and proximity to the city of New Castle.
|
E510017
|
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: Taylor Township, Lawrence County, Pennsylvania | Statement: [Union Township, Lawrence County, Pennsylvania, adjacentTo, Taylor Township, Lawrence County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taylor Township, Lawrence County, Pennsylvania Context triple: [Union Township, Lawrence County, Pennsylvania, adjacentTo, Taylor Township, Lawrence County, Pennsylvania]
-
A.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
B.
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.
-
C.
Wayne Township, Lawrence County, Pennsylvania
Wayne Township is a rural municipality in Lawrence County, Pennsylvania, known for its small-community character within the western part of the state.
-
D.
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.
-
E.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
- 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: Taylor Township, Lawrence County, Pennsylvania Triple: [Union Township, Lawrence County, Pennsylvania, adjacentTo, Taylor Township, Lawrence County, Pennsylvania]
Generated description
Taylor Township, Lawrence County, Pennsylvania is a small rural municipality in western Pennsylvania known for its residential communities and proximity to the city of New Castle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taylor Township, Lawrence County, Pennsylvania Target entity description: Taylor Township, Lawrence County, Pennsylvania is a small rural municipality in western Pennsylvania known for its residential communities and proximity to the city of New Castle.
-
A.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
B.
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.
-
C.
Wayne Township, Lawrence County, Pennsylvania
Wayne Township is a rural municipality in Lawrence County, Pennsylvania, known for its small-community character within the western part of the state.
-
D.
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.
-
E.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10e3a0908190895fb4442afc715e |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf117894d481909817346060a28d07 |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1267a0a88190a558937fa7776ed7 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 20, 2026, 1:53 p.m.