Triple
T484416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marist College |
E9842
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
|
E60372
|
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: School of Liberal Arts | Statement: [Marist College, offersProgram, School of Liberal Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts Context triple: [Marist College, offersProgram, School of Liberal Arts]
-
A.
College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
-
B.
College of Liberal Arts and Sciences
The College of Liberal Arts and Sciences at the University of Illinois at Urbana–Champaign is the university’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural sciences.
-
C.
School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
-
D.
College of Arts and Sciences
The College of Arts and Sciences is the University of Miami’s largest and most comprehensive academic division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
E.
School of Humanities
The School of Humanities is an academic division of Huazhong University of Science and Technology that focuses on teaching and research in humanistic disciplines such as literature, history, philosophy, and related fields.
- 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: School of Liberal Arts Triple: [Marist College, offersProgram, School of Liberal Arts]
Generated description
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts Target entity description: The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
-
A.
College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
-
B.
College of Liberal Arts and Sciences
The College of Liberal Arts and Sciences at the University of Illinois at Urbana–Champaign is the university’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural sciences.
-
C.
School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
-
D.
College of Arts and Sciences
The College of Arts and Sciences is the University of Miami’s largest and most comprehensive academic division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
E.
School of Humanities
The School of Humanities at Rice University is an academic division dedicated to disciplines such as history, philosophy, languages, and the arts, emphasizing critical inquiry and cultural understanding.
- 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_69a2e802e2908190ab17c9479e0b6412 |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f0ba310c81909645ef7e8a20b52f |
completed | Feb. 28, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a471205b9081908e75db702e9b3530 |
completed | March 1, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69a47180628c8190b801210ec5edf071 |
completed | March 1, 2026, 5:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4721291a08190bc0b6f3aaadf8b71 |
completed | March 1, 2026, 5:06 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.