Triple
T3414093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLMW |
E71966
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Programming Languages Mentoring Workshop
Programming Languages Mentoring Workshop is an academic mentoring event that supports and guides students, especially those early in their careers, who are interested in research and careers in programming languages.
|
E355619
|
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: Programming Languages Mentoring Workshop | Statement: [PLMW, fullName, Programming Languages Mentoring Workshop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Programming Languages Mentoring Workshop Context triple: [PLMW, fullName, Programming Languages Mentoring Workshop]
-
A.
The Clean Coder
The Clean Coder is a professional guide by Robert C. Martin that focuses on the ethics, discipline, and practices of being a responsible and effective software developer.
-
B.
Interactive Software Engineering
Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
-
C.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
D.
Azure Dev Tools for Teaching
Azure Dev Tools for Teaching is a Microsoft program that provides students and educators with free or discounted access to professional developer tools, software, and learning resources for academic use.
-
E.
Working Effectively with Legacy Code
Working Effectively with Legacy Code is a widely respected software engineering book by Michael Feathers that teaches practical techniques for understanding, testing, and safely modifying existing codebases.
- 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: Programming Languages Mentoring Workshop Triple: [PLMW, fullName, Programming Languages Mentoring Workshop]
Generated description
Programming Languages Mentoring Workshop is an academic mentoring event that supports and guides students, especially those early in their careers, who are interested in research and careers in programming languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Programming Languages Mentoring Workshop Target entity description: Programming Languages Mentoring Workshop is an academic mentoring event that supports and guides students, especially those early in their careers, who are interested in research and careers in programming languages.
-
A.
The Clean Coder
The Clean Coder is a professional guide by Robert C. Martin that focuses on the ethics, discipline, and practices of being a responsible and effective software developer.
-
B.
Interactive Software Engineering
Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
-
C.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
D.
Azure Dev Tools for Teaching
Azure Dev Tools for Teaching is a Microsoft program that provides students and educators with free or discounted access to professional developer tools, software, and learning resources for academic use.
-
E.
Working Effectively with Legacy Code
Working Effectively with Legacy Code is a widely respected software engineering book by Michael Feathers that teaches practical techniques for understanding, testing, and safely modifying existing codebases.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb927e8d081908a5ab283da93beb2 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34be16dd48190a51f4e13a6a13a4f |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4972008190af3b84f26b4a3629 |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34fc6c3f88190ba1a08243232df05 |
completed | March 12, 2026, 11:44 p.m. |
Created at: March 8, 2026, 3:15 p.m.