Triple
T19740459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swoyersville, Pennsylvania |
E474100
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Swoyersville Borough Council
Swoyersville Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Swoyersville, Pennsylvania.
|
E1392987
|
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: Swoyersville Borough Council | Statement: [Swoyersville, Pennsylvania, hasLocalGovernment, Swoyersville Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swoyersville Borough Council Context triple: [Swoyersville, Pennsylvania, hasLocalGovernment, Swoyersville Borough Council]
-
A.
Swarthmore Borough Council
Swarthmore Borough Council is the elected governing body responsible for setting local policy, passing ordinances, and overseeing municipal services in the Borough of Swarthmore, Pennsylvania.
-
B.
Riegelsville Borough Council
Riegelsville Borough Council is the local legislative and administrative body responsible for governing the borough of Riegelsville, Pennsylvania.
-
C.
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
-
D.
Schuylkill Haven Borough Council
Schuylkill Haven Borough Council is the elected municipal governing body responsible for setting local policies, budgets, and ordinances for the borough of Schuylkill Haven, Pennsylvania.
-
E.
Sayreville Borough Council
Sayreville Borough Council is the municipal governing body responsible for enacting local laws, setting policies, and overseeing administration in Sayreville, New Jersey.
- 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: Swoyersville Borough Council Triple: [Swoyersville, Pennsylvania, hasLocalGovernment, Swoyersville Borough Council]
Generated description
Swoyersville Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Swoyersville, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swoyersville Borough Council Target entity description: Swoyersville Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Swoyersville, Pennsylvania.
-
A.
Swarthmore Borough Council
Swarthmore Borough Council is the elected governing body responsible for setting local policy, passing ordinances, and overseeing municipal services in the Borough of Swarthmore, Pennsylvania.
-
B.
Riegelsville Borough Council
Riegelsville Borough Council is the local legislative and administrative body responsible for governing the borough of Riegelsville, Pennsylvania.
-
C.
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
-
D.
Schuylkill Haven Borough Council
Schuylkill Haven Borough Council is the elected municipal governing body responsible for setting local policies, budgets, and ordinances for the borough of Schuylkill Haven, Pennsylvania.
-
E.
Sayreville Borough Council
Sayreville Borough Council is the municipal governing body responsible for enacting local laws, setting policies, and overseeing administration in Sayreville, New Jersey.
- 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6516159c8819090022094aa91902b |
completed | April 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07b4fd89488190a1d3b7e43f37e46f |
completed | May 16, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_6a07b5a83f708190a317715bc650491b |
completed | May 16, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07b67964b481909af269c6b5db6527 |
completed | May 16, 2026, 12:12 a.m. |
Created at: April 10, 2026, 1:47 p.m.