Triple
T5288263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon metropolitan area |
E119676
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Cold Spring Township, Lebanon County, Pennsylvania
Cold Spring Township is a sparsely populated, largely forested township in Lebanon County, Pennsylvania, known for encompassing part of the Pennsylvania State Game Lands and lying within the Lebanon metropolitan area.
|
E508060
|
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: Cold Spring Township, Lebanon County, Pennsylvania | Statement: [Lebanon metropolitan area, containsTownship, Cold Spring Township, Lebanon County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cold Spring Township, Lebanon County, Pennsylvania Context triple: [Lebanon metropolitan area, containsTownship, Cold Spring Township, Lebanon County, Pennsylvania]
-
A.
Spring Township, Berks County, Pennsylvania
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
-
B.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
C.
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.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
- 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: Cold Spring Township, Lebanon County, Pennsylvania Triple: [Lebanon metropolitan area, containsTownship, Cold Spring Township, Lebanon County, Pennsylvania]
Generated description
Cold Spring Township is a sparsely populated, largely forested township in Lebanon County, Pennsylvania, known for encompassing part of the Pennsylvania State Game Lands and lying within the Lebanon metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cold Spring Township, Lebanon County, Pennsylvania Target entity description: Cold Spring Township is a sparsely populated, largely forested township in Lebanon County, Pennsylvania, known for encompassing part of the Pennsylvania State Game Lands and lying within the Lebanon metropolitan area.
-
A.
Spring Township, Berks County, Pennsylvania
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
-
B.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
C.
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.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
- 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.