Triple
T2332616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuyahoga Community College |
E44235
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
|
E256940
|
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: Engineering and Manufacturing | Statement: [Cuyahoga Community College, hasAcademicDivision, Engineering and Manufacturing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineering and Manufacturing Context triple: [Cuyahoga Community College, hasAcademicDivision, Engineering and Manufacturing]
-
A.
Manufacturing Engineering Division
The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
-
B.
Industrial Engineering Department
The Industrial Engineering Department at Boğaziçi University is a leading academic unit in Turkey known for its rigorous engineering education, strong quantitative focus, and research in optimization, operations research, and systems engineering.
-
C.
Design Engineering Division
The Design Engineering Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing the theory, practice, and education of mechanical design and related engineering disciplines.
-
D.
Materials Engineering Research Facility
The Materials Engineering Research Facility is a specialized Argonne National Laboratory center focused on developing, scaling, and translating advanced materials and manufacturing processes for scientific and industrial applications.
-
E.
Engineers
Engineers is the nickname for the athletic teams representing the Massachusetts Institute of Technology (MIT) in collegiate sports.
- 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: Engineering and Manufacturing Triple: [Cuyahoga Community College, hasAcademicDivision, Engineering and Manufacturing]
Generated description
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineering and Manufacturing Target entity description: Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
A.
Manufacturing Engineering Division
The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
-
B.
Industrial Engineering Department
The Industrial Engineering Department at Boğaziçi University is a leading academic unit in Turkey known for its rigorous engineering education, strong quantitative focus, and research in optimization, operations research, and systems engineering.
-
C.
Design Engineering Division
The Design Engineering Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing the theory, practice, and education of mechanical design and related engineering disciplines.
-
D.
Materials Engineering Research Facility
The Materials Engineering Research Facility is a specialized Argonne National Laboratory center focused on developing, scaling, and translating advanced materials and manufacturing processes for scientific and industrial applications.
-
E.
Engineers
Engineers is the nickname for the athletic teams representing the Massachusetts Institute of Technology (MIT) in collegiate sports.
- 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_69a889132b488190bbb43ad4780ddd92 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc66bd0f08190aad5f640cfa1c372 |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae89773c88819087a294d7c0f90f73 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ae2ab7481909d265e56369f68e2 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b6c553481908b2b7b1f880b814d |
completed | March 9, 2026, 8:57 a.m. |
Created at: March 4, 2026, 7:51 p.m.