Triple
T19294795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hempfield Township, Westmoreland County, Pennsylvania |
E482533
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Hempfield Area School District |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hempfield Area School District | Statement: [Hempfield Township, Westmoreland County, Pennsylvania, hasSchoolDistrict, Hempfield Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempfield Area School District Context triple: [Hempfield Township, Westmoreland County, Pennsylvania, hasSchoolDistrict, Hempfield Area 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.
Harrisburg School District
Harrisburg School District is a public school system serving students in Harrisburg and surrounding areas in southeastern South Dakota.
-
C.
Aliquippa School District
Aliquippa School District is a public school district in Pennsylvania that serves the educational needs of students in the city of Aliquippa and surrounding areas.
-
D.
East Allegheny School District
East Allegheny School District is a public school district in Allegheny County, Pennsylvania, serving several suburban communities near Pittsburgh.
-
E.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hempfield Area School District Target entity description: Hempfield Area School District is a public school district serving students in and around Hempfield Township in Westmoreland County, 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.
Harrisburg School District
Harrisburg School District is a public school system serving students in Harrisburg and surrounding areas in southeastern South Dakota.
-
C.
Aliquippa School District
Aliquippa School District is a public school district in Pennsylvania that serves the educational needs of students in the city of Aliquippa and surrounding areas.
-
D.
East Allegheny School District
East Allegheny School District is a public school district in Allegheny County, Pennsylvania, serving several suburban communities near Pittsburgh.
-
E.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
- F. None of above. chosen
Provenance (2 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc84500c81908ac53711335ad2d9 |
completed | April 20, 2026, 10:14 a.m. |
Created at: April 10, 2026, 1:31 p.m.