Triple
T22573087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turnitin |
E544323
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Blackboard Learn
Blackboard Learn is a widely used web-based learning management system that enables institutions to deliver, manage, and track online and blended courses.
|
E1543019
|
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: Blackboard Learn | Statement: [Turnitin, integratesWith, Blackboard Learn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackboard Learn Context triple: [Turnitin, integratesWith, Blackboard Learn]
-
A.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
-
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.
OnCourse Learning
OnCourse Learning is a professional education and training provider offering online courses and compliance solutions across industries such as financial services, real estate, and healthcare.
-
D.
Instructure
Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
-
E.
MindTap
MindTap is Cengage Learning’s digital learning platform that delivers interactive course materials, assessments, and personalized study tools for students and instructors.
- 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: Blackboard Learn Triple: [Turnitin, integratesWith, Blackboard Learn]
Generated description
Blackboard Learn is a widely used web-based learning management system that enables institutions to deliver, manage, and track online and blended courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackboard Learn Target entity description: Blackboard Learn is a widely used web-based learning management system that enables institutions to deliver, manage, and track online and blended courses.
-
A.
Desire2Learn
Desire2Learn is a Canadian educational technology company best known for its Brightspace learning management system used by schools, universities, and businesses worldwide.
-
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.
OnCourse Learning
OnCourse Learning is a professional education and training provider offering online courses and compliance solutions across industries such as financial services, real estate, and healthcare.
-
D.
Instructure
Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
-
E.
MindTap
MindTap is Cengage Learning’s digital learning platform that delivers interactive course materials, assessments, and personalized study tools for students and instructors.
- 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_69e11e30d05481909df915354c89f0d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f15fea683c81908fbf9f171eed3341 |
completed | April 29, 2026, 1:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d7828988190af945de92c604ac7 |
completed | May 18, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_6a0b3648cb208190b749e343c3d5c88d |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37002120819097bf1f6e56b6afe5 |
completed | May 18, 2026, 3:57 p.m. |
Created at: April 16, 2026, 8:53 p.m.