Triple
T7480381
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | York County, Pennsylvania |
E176739
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Spring Grove Area School District
Spring Grove Area School District is a public school district serving students in and around the borough of Spring Grove in south-central Pennsylvania.
|
E666661
|
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: Spring Grove Area School District | Statement: [York County, Pennsylvania, contains, Spring Grove Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Grove Area School District Context triple: [York County, Pennsylvania, contains, Spring Grove Area School District]
-
A.
Oak Grove R-VI School District
Oak Grove R-VI School District is a public school district serving students in the Oak Grove area of Missouri.
-
B.
Muhlenberg School District
Muhlenberg School District is a public school district in Berks County, Pennsylvania, serving students in and around Muhlenberg Township with K–12 educational programs.
-
C.
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.
-
D.
Phoenixville Area School District
Phoenixville Area School District is a public school district in Pennsylvania that serves students in the Phoenixville community and surrounding areas.
-
E.
North Allegheny School District
North Allegheny School District is a large, highly regarded public school district in the northern suburbs of Pittsburgh, Pennsylvania, known for strong academics and extracurricular programs.
- 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: Spring Grove Area School District Triple: [York County, Pennsylvania, contains, Spring Grove Area School District]
Generated description
Spring Grove Area School District is a public school district serving students in and around the borough of Spring Grove in south-central Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Grove Area School District Target entity description: Spring Grove Area School District is a public school district serving students in and around the borough of Spring Grove in south-central Pennsylvania.
-
A.
Oak Grove R-VI School District
Oak Grove R-VI School District is a public school district serving students in the Oak Grove area of Missouri.
-
B.
Muhlenberg School District
Muhlenberg School District is a public school district in Berks County, Pennsylvania, serving students in and around Muhlenberg Township with K–12 educational programs.
-
C.
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.
-
D.
Phoenixville Area School District
Phoenixville Area School District is a public school district in Pennsylvania that serves students in the Phoenixville community and surrounding areas.
-
E.
North Allegheny School District
North Allegheny School District is a large, highly regarded public school district in the northern suburbs of Pittsburgh, Pennsylvania, known for strong academics and extracurricular programs.
- 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f532f4488190b6edaa96099c3b8f |
completed | March 27, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83493f0988190b8c569d34bbe2817 |
completed | March 28, 2026, 8:05 p.m. |
| NEDg | Description generation | batch_69c835cf7a58819095ed79b84f935a84 |
completed | March 28, 2026, 8:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8366b2fcc8190bd8b07a54a848721 |
completed | March 28, 2026, 8:13 p.m. |
Created at: March 27, 2026, 3:42 p.m.