Triple

T7520719

Position	Surface form	Disambiguated ID	Type / Status
Subject	USC Marshall School of Business	`E177760`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Center for Global Supply Chain Management The Center for Global Supply Chain Management is a USC Marshall School of Business research and education hub focused on advancing knowledge and practice in global logistics, operations, and supply chain strategy.	`E670139`	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: Center for Global Supply Chain Management | Statement: [USC Marshall School of Business, hasDepartment, Center for Global Supply Chain Management]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Center for Global Supply Chain Management
Context triple: [USC Marshall School of Business, hasDepartment, Center for Global Supply Chain Management]

A. Center for Supply Chain Management and Sustainability
The Center for Supply Chain Management and Sustainability is an academic and industry-focused hub that advances research, education, and best practices in efficient, resilient, and environmentally responsible supply chain operations.
B. Center for Global Management
The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
C. Department of Supply Chain Management
The Department of Supply Chain Management is an academic unit within the Haslam College of Business that focuses on education and research in logistics, operations, and supply chain strategy.
D. Center for Global Business and the Economy
The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
E. Center for Globalization and Governance
The Center for Globalization and Governance is a research institute at the University of Hamburg that focuses on the political, economic, and institutional dimensions of globalization and global governance.
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: Center for Global Supply Chain Management
Triple: [USC Marshall School of Business, hasDepartment, Center for Global Supply Chain Management]

Generated description

The Center for Global Supply Chain Management is a USC Marshall School of Business research and education hub focused on advancing knowledge and practice in global logistics, operations, and supply chain strategy.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Center for Global Supply Chain Management
Target entity description: The Center for Global Supply Chain Management is a USC Marshall School of Business research and education hub focused on advancing knowledge and practice in global logistics, operations, and supply chain strategy.

A. Center for Supply Chain Management and Sustainability
The Center for Supply Chain Management and Sustainability is an academic and industry-focused hub that advances research, education, and best practices in efficient, resilient, and environmentally responsible supply chain operations.
B. Center for Global Management
The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
C. Department of Supply Chain Management
The Department of Supply Chain Management is an academic unit within the Haslam College of Business that focuses on education and research in logistics, operations, and supply chain strategy.
D. Center for Global Business and the Economy
The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
E. Center for Globalization and Governance
The Center for Globalization and Governance is a research institute at the University of Hamburg that focuses on the political, economic, and institutional dimensions of globalization and global governance.
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_69c69f2891148190a484f3b8222c6f1b`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f7c2ad6c8190b822c0a5b80e7829`	completed	March 27, 2026, 9:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c84629f00c8190a64d51586bd3b96c`	completed	March 28, 2026, 9:20 p.m.
NEDg	Description generation	`batch_69c8471da6c481909b48db7ad6e9426d`	completed	March 28, 2026, 9:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c848049f548190b8c9a9c3d3aeed45`	completed	March 28, 2026, 9:28 p.m.

Created at: March 27, 2026, 3:46 p.m.