Triple
T5490501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahoning Township, Lawrence County, Pennsylvania |
E123688
|
entity |
| Predicate | subdivisionName |
P747
|
FINISHED |
| Object |
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
|
E524966
|
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: Mahoning Township | Statement: [Mahoning Township, Lawrence County, Pennsylvania, subdivisionName, Mahoning Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahoning Township Context triple: [Mahoning Township, Lawrence County, Pennsylvania, subdivisionName, Mahoning Township]
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Slippery Rock Township
Slippery Rock Township is a municipal township located in Lawrence County in western Pennsylvania, known for its rural character and proximity to the borough of Slippery Rock.
-
C.
Harmar Township
Harmar Township is a small suburban municipality in Allegheny County, Pennsylvania, located northeast of Pittsburgh along the Allegheny River.
-
D.
Butler Township
Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
-
E.
Pleasant Township
Pleasant Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
- 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: Mahoning Township Triple: [Mahoning Township, Lawrence County, Pennsylvania, subdivisionName, Mahoning Township]
Generated description
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahoning Township Target entity description: Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Slippery Rock Township
Slippery Rock Township is a municipal township located in Lawrence County in western Pennsylvania, known for its rural character and proximity to the borough of Slippery Rock.
-
C.
Harmar Township
Harmar Township is a small suburban municipality in Allegheny County, Pennsylvania, located northeast of Pittsburgh along the Allegheny River.
-
D.
Butler Township
Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
-
E.
Pleasant Township
Pleasant Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
- 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_69bd464a2d908190869324ce176779c8 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd927f198c8190889b555be9bf9765 |
completed | March 20, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf833b88d881908e9b6180c74f72fb |
completed | March 22, 2026, 5:50 a.m. |
| NEDg | Description generation | batch_69bf83c14dac8190878c6929618a7905 |
completed | March 22, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8437ed0c8190a286489b0a34586a |
completed | March 22, 2026, 5:55 a.m. |
Created at: March 20, 2026, 2:10 p.m.