Triple
T10167277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia University Libraries |
E235237
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Business and Economics Library
The Business and Economics Library is a specialized Columbia University library focused on providing research resources and services in business, finance, and economics.
|
E845841
|
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: Business and Economics Library | Statement: [Columbia University Libraries, hasPart, Business and Economics Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business and Economics Library Context triple: [Columbia University Libraries, hasPart, Business and Economics Library]
-
A.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
-
B.
Business, Economics and Social Sciences
Business, Economics and Social Sciences is an academic faculty at WU (Vienna University of Economics and Business) that focuses on the study and research of economic systems, business practices, and societal structures.
-
C.
EconLit
EconLit is a comprehensive bibliographic database produced by the American Economic Association that indexes scholarly literature in economics and related fields.
-
D.
Economic Section
The Economic Section is a division of the U.S. Embassy in Beijing responsible for analyzing and reporting on China’s economic developments and managing bilateral economic and trade policy issues.
-
E.
Economic Section
The Economic Section is a division of the U.S. Embassy in Baghdad responsible for analyzing Iraq’s economic conditions and advancing U.S. economic and commercial interests in the country.
- 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: Business and Economics Library Triple: [Columbia University Libraries, hasPart, Business and Economics Library]
Generated description
The Business and Economics Library is a specialized Columbia University library focused on providing research resources and services in business, finance, and economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business and Economics Library Target entity description: The Business and Economics Library is a specialized Columbia University library focused on providing research resources and services in business, finance, and economics.
-
A.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
-
B.
Business, Economics and Social Sciences
Business, Economics and Social Sciences is an academic faculty at WU (Vienna University of Economics and Business) that focuses on the study and research of economic systems, business practices, and societal structures.
-
C.
EconLit
EconLit is a comprehensive bibliographic database produced by the American Economic Association that indexes scholarly literature in economics and related fields.
-
D.
Economic Section
The Economic Section is a division of the U.S. Embassy in Hungary responsible for analyzing and advancing economic, trade, and business relations between the United States and Hungary.
-
E.
Economic Section
The Economic Section is a division of the U.S. Embassy in Tokyo responsible for analyzing and advancing U.S. economic, trade, and financial interests in Japan.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec6e016c81909ded2a16b839c405 |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300e06bbc8190a51f872eccac8f40 |
completed | April 6, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d30255c7408190a56764f3d3f36ee2 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30343f4b081909eb80c772f6847bd |
completed | April 6, 2026, 12:50 a.m. |
Created at: March 30, 2026, 9:10 p.m.