Triple
T6854191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reading metropolitan area |
E158096
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Spring Township, Pennsylvania
Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
|
E624910
|
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: Spring Township, Pennsylvania | Statement: [Reading metropolitan area, contains, Spring Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Township, Pennsylvania Context triple: [Reading metropolitan area, contains, Spring 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.
Springdale Township, Pennsylvania
Springdale Township, Pennsylvania is a small suburban municipality in Allegheny County near Pittsburgh, known for its residential character along the Allegheny River.
-
C.
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.
-
D.
Pulaski Township, Pennsylvania
Pulaski Township, Pennsylvania is a small residential municipality in Beaver County that forms part of the greater New Brighton area in western Pennsylvania.
-
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: Spring Township, Pennsylvania Triple: [Reading metropolitan area, contains, Spring Township, Pennsylvania]
Generated description
Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Township, Pennsylvania Target entity description: Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
-
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.
Springdale Township, Pennsylvania
Springdale Township, Pennsylvania is a small suburban municipality in Allegheny County near Pittsburgh, known for its residential character along the Allegheny River.
-
C.
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.
-
D.
Pulaski Township, Pennsylvania
Pulaski Township, Pennsylvania is a small residential municipality in Beaver County that forms part of the greater New Brighton area in western Pennsylvania.
-
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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7427dda908190953cf8b535249980 |
completed | March 28, 2026, 2:52 a.m. |
| NEDg | Description generation | batch_69c7435af2b481908e06b3ec72dae7da |
completed | March 28, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7443919ec819089040e50462864d1 |
completed | March 28, 2026, 3 a.m. |
Created at: March 27, 2026, 2:20 p.m.