Triple
T4244080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thaddeus Stevens College of Technology |
E95485
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object | Pennsylvania Department of Education |
E234938
|
NE FINISHED |
How this triple was built (2 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: Pennsylvania Department of Education | Statement: [Thaddeus Stevens College of Technology, operatedBy, Pennsylvania Department of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Department of Education Context triple: [Thaddeus Stevens College of Technology, operatedBy, Pennsylvania Department of Education]
-
A.
Pennsylvania Department of Education
chosen
The Pennsylvania Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across Pennsylvania.
-
B.
School District of Philadelphia
The School District of Philadelphia is the public school system serving the city of Philadelphia, overseeing a large network of K–12 schools and educational programs for the city's students.
-
C.
New Jersey Department of Education
The New Jersey Department of Education is the state government agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across New Jersey’s school districts.
-
D.
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.
-
E.
Pennsylvania State System of Higher Education
The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e8c42e88190b309a1ef7f6529ac |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a876a8dc8190b79d7a3d5eec5609 |
completed | March 14, 2026, 6:27 p.m. |
Created at: March 12, 2026, 11:05 p.m.