Triple
T7571295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahore University of Management Sciences |
E179245
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Learning Without Borders
Learning Without Borders is the motto of Lahore University of Management Sciences (LUMS), reflecting its emphasis on open, globally oriented, and interdisciplinary education.
|
E673688
|
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: Learning Without Borders | Statement: [Lahore University of Management Sciences, motto, Learning Without Borders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Learning Without Borders Context triple: [Lahore University of Management Sciences, motto, Learning Without Borders]
-
A.
Learning the World
Learning the World is a science fiction novel by Ken MacLeod that explores first contact between humans and an alien civilization through a blend of space opera, political intrigue, and social commentary.
-
B.
Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
-
C.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
D.
Global Education Center
The Global Education Center is Elon University's hub for international programs, study abroad opportunities, and global engagement initiatives for students and faculty.
-
E.
Independence of Learning
Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
- 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: Learning Without Borders Triple: [Lahore University of Management Sciences, motto, Learning Without Borders]
Generated description
Learning Without Borders is the motto of Lahore University of Management Sciences (LUMS), reflecting its emphasis on open, globally oriented, and interdisciplinary education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Learning Without Borders Target entity description: Learning Without Borders is the motto of Lahore University of Management Sciences (LUMS), reflecting its emphasis on open, globally oriented, and interdisciplinary education.
-
A.
Learning the World
Learning the World is a science fiction novel by Ken MacLeod that explores first contact between humans and an alien civilization through a blend of space opera, political intrigue, and social commentary.
-
B.
Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
-
C.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
D.
Global Education Center
The Global Education Center is Elon University's hub for international programs, study abroad opportunities, and global engagement initiatives for students and faculty.
-
E.
Independence of Learning
Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f921b458819092e565a4d099bbaf |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856e7c5b48190b6f53f8d14ea753d |
completed | March 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69c858aea4fc81908be95d0d4e3f1072 |
completed | March 28, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85919f85081908558f8e8d4b9d057 |
completed | March 28, 2026, 10:41 p.m. |
Created at: March 27, 2026, 3:51 p.m.