Triple
T6886395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neshannock Township, Pennsylvania |
E158930
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Neshannock Township School District
Neshannock Township School District is a public school district serving the educational needs of students in Neshannock Township, Pennsylvania.
|
E625256
|
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: Neshannock Township School District | Statement: [Neshannock Township, Pennsylvania, hasSchoolDistrict, Neshannock Township School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neshannock Township School District Context triple: [Neshannock Township, Pennsylvania, hasSchoolDistrict, Neshannock Township School District]
-
A.
Penn Hills School District
Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
-
B.
Laurel Highlands School District
Laurel Highlands School District is a public school district serving students in and around Uniontown in Fayette County, southwestern Pennsylvania.
-
C.
Newcomerstown Exempted Village School District
Newcomerstown Exempted Village School District is a public school system serving students in and around the village of Newcomerstown in Tuscarawas County, Ohio.
-
D.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
-
E.
Radnor Township School District
Radnor Township School District is a public school system serving students in the suburban community of Radnor, Pennsylvania, known for its strong academic performance and well-regarded schools.
- 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: Neshannock Township School District Triple: [Neshannock Township, Pennsylvania, hasSchoolDistrict, Neshannock Township School District]
Generated description
Neshannock Township School District is a public school district serving the educational needs of students in Neshannock Township, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neshannock Township School District Target entity description: Neshannock Township School District is a public school district serving the educational needs of students in Neshannock Township, Pennsylvania.
-
A.
Penn Hills School District
Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
-
B.
Laurel Highlands School District
Laurel Highlands School District is a public school district serving students in and around Uniontown in Fayette County, southwestern Pennsylvania.
-
C.
Newcomerstown Exempted Village School District
Newcomerstown Exempted Village School District is a public school system serving students in and around the village of Newcomerstown in Tuscarawas County, Ohio.
-
D.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
-
E.
Radnor Township School District
Radnor Township School District is a public school system serving students in the suburban community of Radnor, Pennsylvania, known for its strong academic performance and well-regarded schools.
- 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d90e92488190b738676342ac6393 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742dc8d608190b2a8e9c1f46e1420 |
completed | March 28, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69c743b2bcb881908341bce7a90e16c3 |
completed | March 28, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7444e57a881908808a4bd96505048 |
completed | March 28, 2026, 3 a.m. |
Created at: March 27, 2026, 2:23 p.m.