Triple
T14659464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spangler, Pennsylvania, United States |
E344197
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Northern Cambria School District
Northern Cambria School District is a small public school district in rural Cambria County, Pennsylvania, serving the educational needs of Northern Cambria and surrounding communities.
|
E1112309
|
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: Northern Cambria School District | Statement: [Spangler, Pennsylvania, United States, locatedIn, Northern Cambria School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Cambria School District Context triple: [Spangler, Pennsylvania, United States, locatedIn, Northern Cambria School District]
-
A.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
-
B.
Penn Manor School District
Penn Manor School District is a public school district serving students in and around the southern part of Lancaster County, Pennsylvania.
-
C.
Pembroke School District
Pembroke School District is the public school system serving students in the town of Pembroke, New Hampshire.
-
D.
Appoquinimink School District
Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
-
E.
Tredyffrin-Easttown School District
Tredyffrin-Easttown School District is a highly regarded public school district in suburban Philadelphia, known for its strong academic performance and serving students in Tredyffrin and Easttown townships.
- 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: Northern Cambria School District Triple: [Spangler, Pennsylvania, United States, locatedIn, Northern Cambria School District]
Generated description
Northern Cambria School District is a small public school district in rural Cambria County, Pennsylvania, serving the educational needs of Northern Cambria and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Cambria School District Target entity description: Northern Cambria School District is a small public school district in rural Cambria County, Pennsylvania, serving the educational needs of Northern Cambria and surrounding communities.
-
A.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
-
B.
Penn Manor School District
Penn Manor School District is a public school district serving students in and around the southern part of Lancaster County, Pennsylvania.
-
C.
Pembroke School District
Pembroke School District is the public school system serving students in the town of Pembroke, New Hampshire.
-
D.
Appoquinimink School District
Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
-
E.
Tredyffrin-Easttown School District
Tredyffrin-Easttown School District is a highly regarded public school district in suburban Philadelphia, known for its strong academic performance and serving students in Tredyffrin and Easttown townships.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51b6a248190a44050c0e0ec2d16 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e28f848190a3d686bc11336601 |
completed | May 8, 2026, 12:24 p.m. |
| NEDg | Description generation | batch_69fdd65a6c24819088fb18ffcdfe6404 |
completed | May 8, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd6f172288190ba7097518b1a971e |
completed | May 8, 2026, 12:28 p.m. |
Created at: April 10, 2026, 1:27 a.m.