Triple
T5221205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ford City |
E117871
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
North Buffalo Township
North Buffalo Township is a rural municipality in Armstrong County, Pennsylvania, known for its residential communities and proximity to the Allegheny River and nearby small towns.
|
E504144
|
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 Buffalo Township | Statement: [Ford City, adjacentTo, North Buffalo Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Buffalo Township Context triple: [Ford City, adjacentTo, North Buffalo Township]
-
A.
Penfield Township
Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
-
B.
Trenton Township
Trenton Township was the former name of what is now Ewing Township in Mercer County, New Jersey, reflecting its historical roots in the Trenton area.
-
C.
Rochester Township
Rochester Township is a civil township located in Lorain County in the U.S. state of Ohio.
-
D.
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.
-
E.
Brooklyn Township
Brooklyn 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: North Buffalo Township Triple: [Ford City, adjacentTo, North Buffalo Township]
Generated description
North Buffalo Township is a rural municipality in Armstrong County, Pennsylvania, known for its residential communities and proximity to the Allegheny River and nearby small towns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Buffalo Township Target entity description: North Buffalo Township is a rural municipality in Armstrong County, Pennsylvania, known for its residential communities and proximity to the Allegheny River and nearby small towns.
-
A.
Penfield Township
Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
-
B.
Trenton Township
Trenton Township was the former name of what is now Ewing Township in Mercer County, New Jersey, reflecting its historical roots in the Trenton area.
-
C.
Wellington Township
Wellington Township is a civil township located in Lorain County, Ohio, known for its rural character and small-town community.
-
D.
Rochester Township
Rochester Township is a civil township located in Lorain County in the U.S. state of Ohio.
-
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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7ab846548190bcd2c5cd238f6cd9 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeff49d708190a042dfab473a9646 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef309c230819094ed6ae3fefe6e5b |
completed | March 21, 2026, 7:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef36c88f4819082931dbe1bb13f89 |
completed | March 21, 2026, 7:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.