Triple
T20274303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia College Core Curriculum |
E502969
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Frontiers of Science
Frontiers of Science is an interdisciplinary introductory science course in Columbia College’s Core Curriculum that exposes students to fundamental scientific ideas and methods across multiple fields.
|
E1422274
|
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: Frontiers of Science | Statement: [Columbia College Core Curriculum, component, Frontiers of Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontiers of Science Context triple: [Columbia College Core Curriculum, component, Frontiers of Science]
-
A.
Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
-
B.
Science (journal)
Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
-
C.
Science Advances
Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
-
D.
Scilight
Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
-
E.
Foundations of the Sciences
Foundations of the Sciences is a philosophical work by Victor Kraft that examines the logical and methodological foundations underlying scientific knowledge.
- 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: Frontiers of Science Triple: [Columbia College Core Curriculum, component, Frontiers of Science]
Generated description
Frontiers of Science is an interdisciplinary introductory science course in Columbia College’s Core Curriculum that exposes students to fundamental scientific ideas and methods across multiple fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontiers of Science Target entity description: Frontiers of Science is an interdisciplinary introductory science course in Columbia College’s Core Curriculum that exposes students to fundamental scientific ideas and methods across multiple fields.
-
A.
Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
-
B.
Science (journal)
Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
-
C.
Science Advances
Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
-
D.
Scilight
Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
-
E.
Foundations of the Sciences
Foundations of the Sciences is a philosophical work by Victor Kraft that examines the logical and methodological foundations underlying scientific knowledge.
- 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_69e0b4b0e79c8190bd61f22ef1329fa8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e675e104f081909d17c1963a5db528 |
completed | April 20, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a1eeed881909fdda6e5e044216e |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085ac5b5f4819083c4d12e9cabc758 |
completed | May 16, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085bc0781c81909fc53a83291badc0 |
completed | May 16, 2026, 11:57 a.m. |
Created at: April 16, 2026, 10:31 a.m.