Triple
T8134101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chambersburg, Pennsylvania |
E189925
|
entity |
| Predicate | isServedBy |
P1293
|
FINISHED |
| Object |
Chambersburg Area School District
Chambersburg Area School District is a public school district that provides K–12 education to students in and around Chambersburg, Pennsylvania.
|
E714107
|
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: Chambersburg Area School District | Statement: [Chambersburg, Pennsylvania, isServedBy, Chambersburg Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chambersburg Area School District Context triple: [Chambersburg, Pennsylvania, isServedBy, Chambersburg Area School District]
-
A.
Dallastown Area School District
Dallastown Area School District is a public school district serving students in and around the borough of Dallastown in south-central Pennsylvania.
-
B.
Hopewell Area School District
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
-
C.
Brandywine School District
Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
-
D.
North Schuylkill School District
North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
-
E.
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.
- 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: Chambersburg Area School District Triple: [Chambersburg, Pennsylvania, isServedBy, Chambersburg Area School District]
Generated description
Chambersburg Area School District is a public school district that provides K–12 education to students in and around Chambersburg, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chambersburg Area School District Target entity description: Chambersburg Area School District is a public school district that provides K–12 education to students in and around Chambersburg, Pennsylvania.
-
A.
Dallastown Area School District
Dallastown Area School District is a public school district serving students in and around the borough of Dallastown in south-central Pennsylvania.
-
B.
Hopewell Area School District
Hopewell Area School District is a public school district serving students in and around Hopewell Township in Beaver County, Pennsylvania.
-
C.
Brandywine School District
Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
-
D.
North Schuylkill School District
North Schuylkill School District is a public school district in Pennsylvania that serves students from Frackville and surrounding communities in the Schuylkill County region.
-
E.
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.
- 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_69ca82bcb4848190a9a9d036ad768642 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43bbae608190bdc1afe6f0ab83ae |
completed | March 31, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9488f0bc8190a4fdf6d021f54e13 |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c180188190a2d541e8ea9a4c57 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc970cf55c8190abf432ac68d6bbc3 |
completed | April 1, 2026, 3:54 a.m. |
Created at: March 30, 2026, 5:35 p.m.