Triple
T5009159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopewell Township, Beaver County, Pennsylvania |
E112571
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Hopewell Area School District
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
|
E486010
|
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: Hopewell Area School District | Statement: [Hopewell Township, Beaver County, Pennsylvania, schoolDistrict, Hopewell Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopewell Area School District Context triple: [Hopewell Township, Beaver County, Pennsylvania, schoolDistrict, Hopewell Area School District]
-
A.
Hopewell Valley Regional School District
Hopewell Valley Regional School District is a public school system in New Jersey that serves students from Hopewell Township and surrounding communities with K–12 education.
-
B.
William Penn School District
William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
-
C.
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
D.
Wyomissing Area School District
Wyomissing Area School District is a public school district serving the educational needs of students in the borough of Wyomissing and surrounding areas in Berks 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: Hopewell Area School District Triple: [Hopewell Township, Beaver County, Pennsylvania, schoolDistrict, Hopewell Area School District]
Generated description
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hopewell Area School District Target entity description: Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
-
A.
Hopewell Valley Regional School District
Hopewell Valley Regional School District is a public school system in New Jersey that serves students from Hopewell Township and surrounding communities with K–12 education.
-
B.
William Penn School District
William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
-
C.
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
D.
Wyomissing Area School District
Wyomissing Area School District is a public school district serving the educational needs of students in the borough of Wyomissing and surrounding areas in Berks 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72eb05f881908d7dc3d7cd07b2ae |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9269e72881908ea49a77a83b8958 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be933f3ed08190a128c1b3c9b3b1c3 |
completed | March 21, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be940b2eac819099001d403501afac |
completed | March 21, 2026, 12:50 p.m. |
Created at: March 20, 2026, 1:35 p.m.