Triple
T9707598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Department of Education |
E234938
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Keystone Exams
The Keystone Exams are standardized end-of-course assessments used in Pennsylvania high schools to measure student proficiency in core academic subjects and serve as a component of graduation requirements.
|
E814861
|
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: Keystone Exams | Statement: [Pennsylvania Department of Education, administers, Keystone Exams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keystone Exams Context triple: [Pennsylvania Department of Education, administers, Keystone Exams]
-
A.
Pennsylvania System of School Assessment
The Pennsylvania System of School Assessment is a statewide standardized testing program used to measure public school students’ achievement of Pennsylvania’s academic standards in core subjects.
-
B.
AP exams
AP exams are standardized, college-level subject tests taken by high school students to potentially earn college credit and advanced placement.
-
C.
Pennsylvania Core Standards
Pennsylvania Core Standards are a set of state-defined academic benchmarks that outline what K–12 students in Pennsylvania should know and be able to do in core subject areas to ensure college and career readiness.
-
D.
STAAR test
The STAAR test is Texas’s standardized assessment program used to measure students’ academic performance and readiness in core subjects across public schools.
-
E.
MCAS
MCAS (Maneuvering Characteristics Augmentation System) is an automated flight-control feature on the Boeing 737 MAX designed to adjust the aircraft’s nose-down pitch under certain conditions to improve handling characteristics.
- 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: Keystone Exams Triple: [Pennsylvania Department of Education, administers, Keystone Exams]
Generated description
The Keystone Exams are standardized end-of-course assessments used in Pennsylvania high schools to measure student proficiency in core academic subjects and serve as a component of graduation requirements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keystone Exams Target entity description: The Keystone Exams are standardized end-of-course assessments used in Pennsylvania high schools to measure student proficiency in core academic subjects and serve as a component of graduation requirements.
-
A.
Pennsylvania System of School Assessment
The Pennsylvania System of School Assessment is a statewide standardized testing program used to measure public school students’ achievement of Pennsylvania’s academic standards in core subjects.
-
B.
AP exams
AP exams are standardized, college-level subject tests taken by high school students to potentially earn college credit and advanced placement.
-
C.
Pennsylvania Core Standards
Pennsylvania Core Standards are a set of state-defined academic benchmarks that outline what K–12 students in Pennsylvania should know and be able to do in core subject areas to ensure college and career readiness.
-
D.
STAAR test
The STAAR test is Texas’s standardized assessment program used to measure students’ academic performance and readiness in core subjects across public schools.
-
E.
MCAS
MCAS (Maneuvering Characteristics Augmentation System) is an automated flight-control feature on the Boeing 737 MAX designed to adjust the aircraft’s nose-down pitch under certain conditions to improve handling characteristics.
- 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9da5e09081909456909d768611e6 |
completed | April 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1913aa6e4819081964cf9bcf24fca |
completed | April 4, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69d193150c00819080ed0fbb050b60bf |
completed | April 4, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1941802f8819094dc1672984f6033 |
completed | April 4, 2026, 10:43 p.m. |
Created at: March 30, 2026, 8:19 p.m.