Triple
T4972544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cecil Township, Pennsylvania |
E111687
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Collier Township, Pennsylvania
Collier Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, parks, and proximity to major transportation routes.
|
E483786
|
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: Collier Township, Pennsylvania | Statement: [Cecil Township, Pennsylvania, borderedBy, Collier Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Collier Township, Pennsylvania Context triple: [Cecil Township, Pennsylvania, borderedBy, Collier Township, Pennsylvania]
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Chartiers Township, Pennsylvania
Chartiers Township, Pennsylvania is a suburban municipality in southwestern Pennsylvania known for its residential communities and proximity to the city of Washington.
-
C.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
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.
Pittston Township, Pennsylvania
Pittston Township, Pennsylvania is a municipality in Luzerne County best known for hosting the Wilkes-Barre/Scranton International Airport, a major air travel hub for the 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: Collier Township, Pennsylvania Triple: [Cecil Township, Pennsylvania, borderedBy, Collier Township, Pennsylvania]
Generated description
Collier Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, parks, and proximity to major transportation routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Collier Township, Pennsylvania Target entity description: Collier Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, parks, and proximity to major transportation routes.
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Chartiers Township, Pennsylvania
Chartiers Township, Pennsylvania is a suburban municipality in southwestern Pennsylvania known for its residential communities and proximity to the city of Washington.
-
C.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
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.
Pittston Township, Pennsylvania
Pittston Township, Pennsylvania is a municipality in Luzerne County best known for hosting the Wilkes-Barre/Scranton International Airport, a major air travel hub for the 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_69bd441a0eb481908050fa4273b19eae |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7214e18c81909db1c838a4cce78d |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81fa9108819089a6258e3a88f0cb |
completed | March 21, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69be8386d2fc8190a450b42dd5ac6963 |
completed | March 21, 2026, 11:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be841d148881908aa53953bd2eb024 |
completed | March 21, 2026, 11:42 a.m. |
Created at: March 20, 2026, 1:33 p.m.