Triple
T7170595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McDonald, Pennsylvania |
E167183
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
|
E648604
|
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: North Fayette Township, Allegheny County, Pennsylvania | Statement: [McDonald, Pennsylvania, locatedNear, North Fayette Township, Allegheny County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Fayette Township, Allegheny County, Pennsylvania Context triple: [McDonald, Pennsylvania, locatedNear, North Fayette Township, Allegheny County, Pennsylvania]
-
A.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
B.
Pine Township, Allegheny County, Pennsylvania
Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
-
C.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
D.
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.
-
E.
Marshall Township, Allegheny County, Pennsylvania
Marshall Township, Allegheny County, Pennsylvania is a suburban municipality in the Pittsburgh metropolitan area known for its residential communities, parks, and part of the North Allegheny School District.
- 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: North Fayette Township, Allegheny County, Pennsylvania Triple: [McDonald, Pennsylvania, locatedNear, North Fayette Township, Allegheny County, Pennsylvania]
Generated description
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Fayette Township, Allegheny County, Pennsylvania Target entity description: North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
A.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
B.
Pine Township, Allegheny County, Pennsylvania
Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
-
C.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
D.
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.
-
E.
Marshall Township, Allegheny County, Pennsylvania
Marshall Township, Allegheny County, Pennsylvania is a suburban municipality in the Pittsburgh metropolitan area known for its residential communities, parks, and part of the North Allegheny School District.
- 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_69c68889a2748190a316c5e65360361a |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e85d8f208190915f6f4c05988b63 |
completed | March 27, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf8766508190945a96f9536135ef |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c039bb708190b4ac14e19974774a |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c123c4b48190a76fb869f7abc553 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:48 p.m.