Triple

T18478366

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pitzer College	`E451491`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	Organizational Studies Organizational Studies is an interdisciplinary academic field that examines how organizations function, evolve, and impact individuals and society through perspectives from sociology, psychology, management, and related disciplines.	`E1326864`	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: Organizational Studies | Statement: [Pitzer College, hasProgram, Organizational Studies]

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

Target entity: Organizational Studies
Context triple: [Pitzer College, hasProgram, Organizational Studies]

A. Organization Studies
Organization Studies is a leading peer-reviewed academic journal that publishes research on organizations, organizing processes, and organizational theory across disciplines.
B. Organization Science
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
C. Organizational Behaviour and Human Resources
Organizational Behaviour and Human Resources is an academic department at IIM Tiruchirappalli that focuses on the study of human behavior in organizations, people management, and related HR practices.
D. economics and administrative sciences
Economics and administrative sciences is an interdisciplinary academic field that studies how resources are allocated and organizations are managed within economic, political, and social systems.
E. Department of Organizational Behaviour and Human Resource Management
The Department of Organizational Behaviour and Human Resource Management is an academic unit specializing in the study and teaching of workplace behavior, leadership, and people management within the Lazaridis School of Business and Economics.
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: Organizational Studies
Triple: [Pitzer College, hasProgram, Organizational Studies]

Generated description

Organizational Studies is an interdisciplinary academic field that examines how organizations function, evolve, and impact individuals and society through perspectives from sociology, psychology, management, and related disciplines.

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

Target entity: Organizational Studies
Target entity description: Organizational Studies is an interdisciplinary academic field that examines how organizations function, evolve, and impact individuals and society through perspectives from sociology, psychology, management, and related disciplines.

A. Organization Studies
Organization Studies is a leading peer-reviewed academic journal that publishes research on organizations, organizing processes, and organizational theory across disciplines.
B. Organization Science
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
C. Organizational Behaviour and Human Resources
Organizational Behaviour and Human Resources is an academic department at IIM Tiruchirappalli that focuses on the study of human behavior in organizations, people management, and related HR practices.
D. economics and administrative sciences
Economics and administrative sciences is an interdisciplinary academic field that studies how resources are allocated and organizations are managed within economic, political, and social systems.
E. Department of Organizational Behaviour and Human Resource Management
The Department of Organizational Behaviour and Human Resource Management is an academic unit specializing in the study and teaching of workplace behavior, leadership, and people management within the Lazaridis School of Business and Economics.
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_69d8d38465a0819099b9b42d2a662ac1`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e53064a7548190b712a14ad0c7a477`	completed	April 19, 2026, 7:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a043f2cada88190991e2e7b0d55de58`	completed	May 13, 2026, 9:06 a.m.
NEDg	Description generation	`batch_6a0440531f6c8190a080d372d063fb33`	completed	May 13, 2026, 9:11 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0441a395688190a376ae5bfe99a30f`	completed	May 13, 2026, 9:17 a.m.

Created at: April 10, 2026, 11:35 a.m.