Triple
T5288261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon metropolitan area |
E119676
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Swatara Township, Lebanon County, Pennsylvania
Swatara Township, Lebanon County, Pennsylvania is a small municipal township in south-central Pennsylvania that forms part of the Lebanon metropolitan area.
|
E508059
|
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: Swatara Township, Lebanon County, Pennsylvania | Statement: [Lebanon metropolitan area, containsTownship, Swatara Township, Lebanon County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swatara Township, Lebanon County, Pennsylvania Context triple: [Lebanon metropolitan area, containsTownship, Swatara Township, Lebanon 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.
South Strabane Township, Pennsylvania
South Strabane Township, Pennsylvania is a suburban township in southwestern Pennsylvania located near the city of Washington and known for its residential communities and commercial development.
-
C.
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.
-
D.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
E.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
- 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: Swatara Township, Lebanon County, Pennsylvania Triple: [Lebanon metropolitan area, containsTownship, Swatara Township, Lebanon County, Pennsylvania]
Generated description
Swatara Township, Lebanon County, Pennsylvania is a small municipal township in south-central Pennsylvania that forms part of the Lebanon metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swatara Township, Lebanon County, Pennsylvania Target entity description: Swatara Township, Lebanon County, Pennsylvania is a small municipal township in south-central Pennsylvania that forms part of the Lebanon metropolitan area.
-
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.
South Strabane Township, Pennsylvania
South Strabane Township, Pennsylvania is a suburban township in southwestern Pennsylvania located near the city of Washington and known for its residential communities and commercial development.
-
C.
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.
-
D.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
E.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
- 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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84db300c8190a63ac51552f0e9a6 |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06ecf4748190ab2bdd672f4ab14d |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf090aa7c88190a66694cec6d6a370 |
completed | March 21, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf09d3b8148190b79bdf3cb77000b4 |
completed | March 21, 2026, 9:12 p.m. |
Created at: March 20, 2026, 1:52 p.m.