Triple
T16466899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Tamaqua Borough Council
Tamaqua Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in the borough of Tamaqua, Pennsylvania.
|
E1215732
|
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: Tamaqua Borough Council | Statement: [Tamaqua, Pennsylvania, hasLocalGovernment, Tamaqua Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Borough Council Context triple: [Tamaqua, Pennsylvania, hasLocalGovernment, Tamaqua Borough Council]
-
A.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Norristown Municipal Council
Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
-
C.
Kittanning Borough Council
Kittanning Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in the Borough of Kittanning, Pennsylvania.
-
D.
Tinton Falls Borough Council
Tinton Falls Borough Council is the municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Tinton Falls, New Jersey.
-
E.
Parkesburg Borough Council
Parkesburg Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Parkesburg, Pennsylvania.
- 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: Tamaqua Borough Council Triple: [Tamaqua, Pennsylvania, hasLocalGovernment, Tamaqua Borough Council]
Generated description
Tamaqua Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in the borough of Tamaqua, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Borough Council Target entity description: Tamaqua Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in the borough of Tamaqua, Pennsylvania.
-
A.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Norristown Municipal Council
Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
-
C.
Kittanning Borough Council
Kittanning Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in the Borough of Kittanning, Pennsylvania.
-
D.
Tinton Falls Borough Council
Tinton Falls Borough Council is the municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Tinton Falls, New Jersey.
-
E.
Parkesburg Borough Council
Parkesburg Borough Council is the elected municipal governing body responsible for setting local policies, passing ordinances, and overseeing administration in Parkesburg, Pennsylvania.
- 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f575ed48190a24d6af74565189d |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00525b579c81909df181059d0e3db8 |
completed | May 10, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0052ee614881908eb8f7c031ff8f7c |
completed | May 10, 2026, 9:42 a.m. |
Created at: April 10, 2026, 5:11 a.m.