Triple
T22524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IEEE Computer Society |
E447
|
entity |
| Predicate | offersCertification |
P178
|
FINISHED |
| Object |
Certified Software Development Professional
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
|
E3024
|
NE FINISHED |
How this triple was built (5 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: Certified Software Development Professional | Statement: [IEEE Computer Society, offersCertification, Certified Software Development Professional]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certified Software Development Professional Context triple: [IEEE Computer Society, offersCertification, Certified Software Development Professional]
-
A.
Fellow of the Association for Computing Machinery
Fellow of the Association for Computing Machinery is a prestigious honor recognizing ACM members for outstanding and influential contributions to the field of computing.
-
B.
Master of Business Analytics
The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
-
C.
Bootstrap Institute
Bootstrap Institute was a research and consulting organization founded by computing pioneer Douglas Engelbart to advance his vision of augmenting human intellect through innovative information technologies and organizational practices.
-
D.
Research and Development Board
The Research and Development Board was a U.S. defense organization responsible for coordinating and overseeing military scientific research and technological innovation in the early Cold War era.
-
E.
ERP
ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
- 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: Certified Software Development Professional Triple: [IEEE Computer Society, offersCertification, Certified Software Development Professional]
Generated description
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certified Software Development Professional Target entity description: Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
-
A.
Fellow of the Association for Computing Machinery
Fellow of the Association for Computing Machinery is a prestigious honor recognizing ACM members for outstanding and influential contributions to the field of computing.
-
B.
Master of Business Analytics
The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
-
C.
Bootstrap Institute
Bootstrap Institute was a research and consulting organization founded by computing pioneer Douglas Engelbart to advance his vision of augmenting human intellect through innovative information technologies and organizational practices.
-
D.
Research and Development Board
The Research and Development Board was a U.S. defense organization responsible for coordinating and overseeing military scientific research and technological innovation in the early Cold War era.
-
E.
ERP
ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: offersCertification Context triple: [IEEE Computer Society, offersCertification, Certified Software Development Professional]
-
A.
offersDegree
Indicates that an institution or program provides a specific academic degree as an available qualification.
-
B.
offersProgram
chosen
Indicates that an entity provides or makes available a specific program (such as a course, curriculum, or initiative).
-
C.
offersProgramLevel
Indicates that an entity provides or makes available an academic or training program at a specified level (e.g., undergraduate, graduate, certificate).
-
D.
eligibility
Indicates that an entity meets the required conditions or qualifications to participate in, receive, or perform something.
-
E.
eligibilityCriteria
Indicates the conditions or requirements that must be satisfied for an entity to qualify for or be considered eligible for something.
- F. None of above.
Provenance (6 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a246e94ca881908f7a7d2c0b293033 |
completed | Feb. 28, 2026, 1:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e59b35c8190a192ed9095a8756d |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24edf06688190963f6812d173d56e |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24fec71908190813a1e322bbbdbb6 |
completed | Feb. 28, 2026, 2:16 a.m. |
| PD | Predicate disambiguation | batch_69a24654724481909ba14b7f68d2a472 |
completed | Feb. 28, 2026, 1:35 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.