Triple
T940909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia Business School |
E20302
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
MS in Financial Economics
The MS in Financial Economics is a specialized graduate program that combines advanced economic theory with quantitative finance and data analysis to prepare students for research-oriented and analytical roles in finance, academia, and policy institutions.
|
E48630
|
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: MS in Financial Economics | Statement: [Columbia Business School, offersProgram, MS in Financial Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MS in Financial Economics Context triple: [Columbia Business School, offersProgram, MS in Financial Economics]
-
A.
Master of Financial Engineering
The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
-
B.
School of Finance
The School of Finance is an academic unit of Zhongnan University of Economics and Law specializing in education and research in finance and related economic disciplines.
-
C.
School of Economics
The School of Economics at Nagoya University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national research universities.
-
D.
School of Economics
The School of Economics is an academic unit of Huazhong University of Science and Technology specializing in economic education and research.
-
E.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
- 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: MS in Financial Economics Triple: [Columbia Business School, offersProgram, MS in Financial Economics]
Generated description
The MS in Financial Economics is a specialized graduate program that combines advanced economic theory with quantitative finance and data analysis to prepare students for research-oriented and analytical roles in finance, academia, and policy institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MS in Financial Economics Target entity description: The MS in Financial Economics is a specialized graduate program that combines advanced economic theory with quantitative finance and data analysis to prepare students for research-oriented and analytical roles in finance, academia, and policy institutions.
-
A.
Master of Financial Engineering
chosen
The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
-
B.
School of Finance
The School of Finance is an academic unit of Zhongnan University of Economics and Law specializing in education and research in finance and related economic disciplines.
-
C.
School of Economics
The School of Economics at Nagoya University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national research universities.
-
D.
School of Economics
The School of Economics is an academic unit of Huazhong University of Science and Technology specializing in economic education and research.
-
E.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
- F. None of above.
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_69a493b0270c81909e6c9ce310f6aa55 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b38cc6888190b1d9043ec8fbcbc3 |
completed | March 1, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a826e30c448190acc1457a63d27a4a |
completed | March 4, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69a8343e16908190af102cfce025c31f |
completed | March 4, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a834f3a9288190a8cd28165379cec6 |
completed | March 4, 2026, 1:34 p.m. |
Created at: March 1, 2026, 7:40 p.m.