Triple
T7666781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cengage Learning |
E173642
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
MindTap
MindTap is Cengage Learning’s digital learning platform that delivers interactive course materials, assessments, and personalized study tools for students and instructors.
|
E679176
|
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: MindTap | Statement: [Cengage Learning, brand, MindTap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MindTap Context triple: [Cengage Learning, brand, MindTap]
-
A.
MasteryConnect
MasteryConnect is an educational assessment and curriculum platform that helps teachers track student mastery of standards and inform instruction in real time.
-
B.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
-
C.
Gradescope
Gradescope is an online grading and assessment platform widely used in education to streamline assignment submission, grading, and feedback for instructors and students.
-
D.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
-
E.
Khanmigo (AI education tool by Khan Academy)
Khanmigo is Khan Academy’s AI-powered tutoring and teaching assistant designed to provide interactive, personalized support for students and educators across a wide range of subjects.
- 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: MindTap Triple: [Cengage Learning, brand, MindTap]
Generated description
MindTap is Cengage Learning’s digital learning platform that delivers interactive course materials, assessments, and personalized study tools for students and instructors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MindTap Target entity description: MindTap is Cengage Learning’s digital learning platform that delivers interactive course materials, assessments, and personalized study tools for students and instructors.
-
A.
MasteryConnect
MasteryConnect is an educational assessment and curriculum platform that helps teachers track student mastery of standards and inform instruction in real time.
-
B.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
-
C.
Gradescope
Gradescope is an online grading and assessment platform widely used in education to streamline assignment submission, grading, and feedback for instructors and students.
-
D.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
-
E.
Khanmigo (AI education tool by Khan Academy)
Khanmigo is Khan Academy’s AI-powered tutoring and teaching assistant designed to provide interactive, personalized support for students and educators across a wide range of subjects.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b260000819088d744ea8dc53cd2 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89c037d188190ace1c5e80a43aba0 |
completed | March 29, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c698f2c8190b5d2717835bd1d82 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 4 p.m.