Triple
T5377030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penn Hills |
E112984
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E514935
|
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: Penn Hills School District | Statement: [Penn Hills, hasSchoolDistrict, Penn Hills School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Hills School District Context triple: [Penn Hills, hasSchoolDistrict, Penn Hills School District]
-
A.
Penn Hills High School
Penn Hills High School is a public high school in Penn Hills, Pennsylvania, best known for its strong football program and as the alma mater of NFL star Aaron Donald.
-
B.
Wilkes-Barre Area School District
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
-
C.
Laurel Highlands School District
Laurel Highlands School District is a public school district serving students in and around Uniontown in Fayette County, southwestern Pennsylvania.
-
D.
Hopewell Area School District
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
-
E.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown 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: Penn Hills School District Triple: [Penn Hills, hasSchoolDistrict, Penn Hills School District]
Generated description
Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penn Hills School District Target entity description: Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
-
A.
Penn Hills High School
Penn Hills High School is a public high school in Penn Hills, Pennsylvania, best known for its strong football program and as the alma mater of NFL star Aaron Donald.
-
B.
Wilkes-Barre Area School District
Wilkes-Barre Area School District is a public school district in northeastern Pennsylvania that serves students in the city of Wilkes-Barre and several surrounding communities.
-
C.
Laurel Highlands School District
Laurel Highlands School District is a public school district serving students in and around Uniontown in Fayette County, southwestern Pennsylvania.
-
D.
Hopewell Area School District
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
-
E.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown 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_69bd4436a1988190af18dcff7fd306b4 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd86b08bf881909fa2e42c977d807a |
completed | March 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf29428cec8190a20bea8fcae59d8f |
completed | March 21, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69bf29ba3e1c8190987f22566a9ec806 |
completed | March 21, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2a489ec88190bbeb628b4903607c |
completed | March 21, 2026, 11:31 p.m. |
Created at: March 20, 2026, 2:03 p.m.