Triple
T16466902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Tamaqua Area School District
Tamaqua Area School District is a public school district serving students in and around the borough of Tamaqua in Schuylkill County, Pennsylvania.
|
E1215734
|
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 Area School District | Statement: [Tamaqua, Pennsylvania, hasSchoolDistrict, Tamaqua Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Area School District Context triple: [Tamaqua, Pennsylvania, hasSchoolDistrict, Tamaqua Area School District]
-
A.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
B.
Conemaugh Township Area School District
Conemaugh Township Area School District is a public school district in Pennsylvania that oversees the education of students in the Conemaugh Township area, including Conemaugh Township High School.
-
C.
Quaker Valley School District
Quaker Valley School District is a public school district serving Sewickley and several surrounding communities in western Pennsylvania.
-
D.
North Schuylkill School District
North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
-
E.
Penn-Delco School District
Penn-Delco School District is a public school district in Delaware County, Pennsylvania, serving students in Aston Township and surrounding communities.
- 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 Area School District Triple: [Tamaqua, Pennsylvania, hasSchoolDistrict, Tamaqua Area School District]
Generated description
Tamaqua Area School District is a public school district serving students in and around the borough of Tamaqua in Schuylkill County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Area School District Target entity description: Tamaqua Area School District is a public school district serving students in and around the borough of Tamaqua in Schuylkill County, Pennsylvania.
-
A.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
B.
Conemaugh Township Area School District
Conemaugh Township Area School District is a public school district in Pennsylvania that oversees the education of students in the Conemaugh Township area, including Conemaugh Township High School.
-
C.
Quaker Valley School District
Quaker Valley School District is a public school district serving Sewickley and several surrounding communities in western Pennsylvania.
-
D.
North Schuylkill School District
North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
-
E.
Penn-Delco School District
Penn-Delco School District is a public school district in Delaware County, Pennsylvania, serving students in Aston Township and surrounding communities.
- 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.