Triple
T6853934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg Township, Berks County, Pennsylvania |
E158089
|
entity |
| Predicate | hasJurisdiction |
P285
|
FINISHED |
| Object |
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.
|
E624424
|
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: Muhlenberg School District | Statement: [Muhlenberg Township, Berks County, Pennsylvania, hasJurisdiction, Muhlenberg School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg School District Context triple: [Muhlenberg Township, Berks County, Pennsylvania, hasJurisdiction, Muhlenberg School District]
-
A.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
B.
North Hills School District
North Hills School District is a public school district serving students in the North Hills suburban area of Pittsburgh, Pennsylvania.
-
C.
Morris School District
Morris School District is a public school district in Morris County, New Jersey, serving students from Morristown and surrounding communities.
-
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.
Upland Borough School District
Upland Borough School District is a local public school district serving students in the small community of Upland in Delaware County, Pennsylvania.
- 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: Muhlenberg School District Triple: [Muhlenberg Township, Berks County, Pennsylvania, hasJurisdiction, Muhlenberg School District]
Generated description
Muhlenberg School District is a public school district in Berks County, Pennsylvania, serving students in and around Muhlenberg Township with K–12 educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg School District Target entity description: Muhlenberg School District is a public school district in Berks County, Pennsylvania, serving students in and around Muhlenberg Township with K–12 educational programs.
-
A.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
B.
North Hills School District
North Hills School District is a public school district serving students in the North Hills suburban area of Pittsburgh, Pennsylvania.
-
C.
Morris School District
Morris School District is a public school district in Morris County, New Jersey, serving students from Morristown and surrounding communities.
-
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.
Upland Borough School District
Upland Borough School District is a local public school district serving students in the small community of Upland in Delaware County, Pennsylvania.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fdda9cc8190b039f892d046d7af |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c73913cac88190b97db49266b30b23 |
completed | March 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c739c4313881909fa14f471db0f923 |
completed | March 28, 2026, 2:15 a.m. |
Created at: March 27, 2026, 2:20 p.m.