Triple
T4084698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Society for Engineering Education |
E87560
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Advances in Engineering Education
Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
|
E410178
|
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: Advances in Engineering Education | Statement: [American Society for Engineering Education, publishes, Advances in Engineering Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Advances in Engineering Education Context triple: [American Society for Engineering Education, publishes, Advances in Engineering Education]
-
A.
Global Engineering Education Exchange
The Global Engineering Education Exchange is an international consortium that facilitates study-abroad and exchange opportunities for engineering students among leading universities worldwide.
-
B.
Peer Instruction: A User’s Manual
"Peer Instruction: A User’s Manual" is an influential teaching guide by physicist Eric Mazur that outlines an interactive, student-centered instructional method widely used to improve conceptual understanding in science and engineering education.
-
C.
American Society for Engineering Education
The American Society for Engineering Education is a nonprofit organization dedicated to advancing innovation, excellence, and access in engineering and engineering technology education through collaboration among academic institutions, industry, and government.
-
D.
Conference of European Schools for Advanced Engineering Education and Research
The Conference of European Schools for Advanced Engineering Education and Research (CESAER) is a European association of leading universities of science and technology dedicated to advancing engineering education, research, and innovation.
-
E.
Advanced Technological Education (ATE)
Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
- 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: Advances in Engineering Education Triple: [American Society for Engineering Education, publishes, Advances in Engineering Education]
Generated description
Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Advances in Engineering Education Target entity description: Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
-
A.
Global Engineering Education Exchange
The Global Engineering Education Exchange is an international consortium that facilitates study-abroad and exchange opportunities for engineering students among leading universities worldwide.
-
B.
Peer Instruction: A User’s Manual
"Peer Instruction: A User’s Manual" is an influential teaching guide by physicist Eric Mazur that outlines an interactive, student-centered instructional method widely used to improve conceptual understanding in science and engineering education.
-
C.
American Society for Engineering Education
The American Society for Engineering Education is a nonprofit organization dedicated to advancing innovation, excellence, and access in engineering and engineering technology education through collaboration among academic institutions, industry, and government.
-
D.
Conference of European Schools for Advanced Engineering Education and Research
The Conference of European Schools for Advanced Engineering Education and Research (CESAER) is a European association of leading universities of science and technology dedicated to advancing engineering education, research, and innovation.
-
E.
Advanced Technological Education (ATE)
Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
- 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc7a4b488190ab466e2c50329ab3 |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562c9760c8190a9292eb1cea55ab2 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b6b9a48190a7b271fd6873e59f |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5641e09d08190bf83c9a730e1bf34 |
completed | March 14, 2026, 1:35 p.m. |
Created at: March 9, 2026, 3:39 p.m.