Triple
T5209233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia College faculty |
E117588
|
entity |
| Predicate | teachesProgram |
P2489
|
FINISHED |
| Object |
Columbia College Core Curriculum
The Columbia College Core Curriculum is a renowned set of foundational courses in literature, philosophy, art, music, science, and writing that all undergraduates at Columbia College must complete to ensure a broad, rigorous liberal arts education.
|
E502969
|
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: Columbia College Core Curriculum | Statement: [Columbia College faculty, teachesProgram, Columbia College Core Curriculum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbia College Core Curriculum Context triple: [Columbia College faculty, teachesProgram, Columbia College Core Curriculum]
-
A.
College of General Studies
The College of General Studies is an undergraduate division of Boston University that offers a two-year, interdisciplinary liberal arts curriculum before students transition into degree programs in other BU schools and colleges.
-
B.
School of General Studies
The School of General Studies is a liberal arts undergraduate college of Columbia University designed primarily for nontraditional and returning students seeking a rigorous Ivy League education.
-
C.
Dietrich School of Arts and Sciences
The Dietrich School of Arts and Sciences is the University of Pittsburgh’s primary liberal arts college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
D.
Harpur College of Arts and Sciences
Harpur College of Arts and Sciences is the liberal arts and sciences college of Binghamton University, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
E.
Trinity College of Arts & Sciences
Trinity College of Arts & Sciences is the liberal arts and sciences undergraduate college of Duke University, offering a broad curriculum in humanities, social sciences, and natural sciences.
- 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: Columbia College Core Curriculum Triple: [Columbia College faculty, teachesProgram, Columbia College Core Curriculum]
Generated description
The Columbia College Core Curriculum is a renowned set of foundational courses in literature, philosophy, art, music, science, and writing that all undergraduates at Columbia College must complete to ensure a broad, rigorous liberal arts education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbia College Core Curriculum Target entity description: The Columbia College Core Curriculum is a renowned set of foundational courses in literature, philosophy, art, music, science, and writing that all undergraduates at Columbia College must complete to ensure a broad, rigorous liberal arts education.
-
A.
College of General Studies
The College of General Studies is an undergraduate division of Boston University that offers a two-year, interdisciplinary liberal arts curriculum before students transition into degree programs in other BU schools and colleges.
-
B.
School of General Studies
The School of General Studies is a liberal arts undergraduate college of Columbia University designed primarily for nontraditional and returning students seeking a rigorous Ivy League education.
-
C.
Dietrich School of Arts and Sciences
The Dietrich School of Arts and Sciences is the University of Pittsburgh’s primary liberal arts college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
D.
Harpur College of Arts and Sciences
Harpur College of Arts and Sciences is the liberal arts and sciences college of Binghamton University, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
-
E.
Trinity College of Arts & Sciences
Trinity College of Arts & Sciences is the liberal arts and sciences undergraduate college of Duke University, offering a broad curriculum in humanities, social sciences, and natural sciences.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: teachesProgram Context triple: [Columbia College faculty, teachesProgram, Columbia College Core Curriculum]
-
A.
taughtAs
Indicates that one entity served as a teacher or instructor for another entity in an educational or training context.
-
B.
teachesAbout
Indicates that one entity provides instruction or information to another entity on a particular subject or topic.
-
C.
hasEducationalProgram
chosen
Indicates that an entity offers, runs, or is associated with a specific educational program.
-
D.
taughtThrough
Indicates that one entity provided instruction, education, or training to another entity by means of a specified method, medium, or intermediary.
-
E.
isTaughtAs
Indicates that something is presented or delivered as instructional content, typically within an educational or training context.
- 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_69bd4464ba3c8190bc16b2ebbe42ddb0 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a6f0ffc819090b8b59fc22f4dae |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefd4b75c8190b1b87b8d93925245 |
completed | March 21, 2026, 7:21 p.m. |
| NEDg | Description generation | batch_69bef0761c208190bac06ff1f92c8224 |
completed | March 21, 2026, 7:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef14ca27c81909a5a44155c9ddaf9 |
completed | March 21, 2026, 7:28 p.m. |
| PD | Predicate disambiguation | batch_69bd77bb4e8c819094b5ac7cf61512f9 |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:47 p.m.