Triple
T14141114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LA&PS |
E350428
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
Business and Society
Business and Society is an interdisciplinary academic program that examines the relationships between business practices, economic systems, and their broader social, political, and ethical impacts.
|
E1082777
|
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 Society | Statement: [LA&PS, offersProgram, Business and Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business and Society Context triple: [LA&PS, offersProgram, Business and Society]
-
A.
Economy and Society
Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
-
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.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
-
D.
Business in the Community
Business in the Community is a UK-based charity and business-led membership organisation that promotes responsible business practices and corporate social responsibility.
-
E.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
- 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 Society Triple: [LA&PS, offersProgram, Business and Society]
Generated description
Business and Society is an interdisciplinary academic program that examines the relationships between business practices, economic systems, and their broader social, political, and ethical impacts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business and Society Target entity description: Business and Society is an interdisciplinary academic program that examines the relationships between business practices, economic systems, and their broader social, political, and ethical impacts.
-
A.
Economy and Society
Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
-
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.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
-
D.
Business in the Community
Business in the Community is a UK-based charity and business-led membership organisation that promotes responsible business practices and corporate social responsibility.
-
E.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de611ed3508190add37baa30d1d134 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcdf18e3d08190b287e2da192d05eb |
completed | May 7, 2026, 6:51 p.m. |
| NEDg | Description generation | batch_69fce1a2a4c881908d18b45917286712 |
completed | May 7, 2026, 7:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fce24e7860819097f51a4907c894a7 |
completed | May 7, 2026, 7:04 p.m. |
Created at: April 10, 2026, 12:47 a.m.