Triple
T1507917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Five College Consortium |
E33943
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Five College Certificate in African Studies
The Five College Certificate in African Studies is an interdisciplinary undergraduate program that allows students at the Five College Consortium institutions to specialize in the histories, cultures, politics, and societies of Africa through coordinated coursework and related academic activities.
|
E171847
|
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: Five College Certificate in African Studies | Statement: [Five College Consortium, hasProgram, Five College Certificate in African Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Five College Certificate in African Studies Context triple: [Five College Consortium, hasProgram, Five College Certificate in African Studies]
-
A.
Program of African Studies at Northwestern University
The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
-
B.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
C.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
D.
United States International University Africa
United States International University Africa is a private, independent university in Nairobi, Kenya, known for its diverse international student body and American-style higher education programs.
-
E.
Accredited Education Institutes program
The Accredited Education Institutes program is a global network of centers recognized by the American College of Surgeons for providing high-quality, simulation-based surgical education and training.
- 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: Five College Certificate in African Studies Triple: [Five College Consortium, hasProgram, Five College Certificate in African Studies]
Generated description
The Five College Certificate in African Studies is an interdisciplinary undergraduate program that allows students at the Five College Consortium institutions to specialize in the histories, cultures, politics, and societies of Africa through coordinated coursework and related academic activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Five College Certificate in African Studies Target entity description: The Five College Certificate in African Studies is an interdisciplinary undergraduate program that allows students at the Five College Consortium institutions to specialize in the histories, cultures, politics, and societies of Africa through coordinated coursework and related academic activities.
-
A.
Program of African Studies at Northwestern University
The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
-
B.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
C.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
D.
United States International University Africa
United States International University Africa is a private, independent university in Nairobi, Kenya, known for its diverse international student body and American-style higher education programs.
-
E.
Accredited Education Institutes program
The Accredited Education Institutes program is a global network of centers recognized by the American College of Surgeons for providing high-quality, simulation-based surgical education and training.
- 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_69a885f352a4819099b24ff15489dede |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a8891c80a88190a813aab099abe2b0 |
completed | March 4, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad23397c048190b1d2097874ed1792 |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23ac782481909575f00ce3d7b382 |
completed | March 8, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24411d0081909ab2fab326eecd6d |
completed | March 8, 2026, 7:24 a.m. |
Created at: March 4, 2026, 7:24 p.m.