Triple

T4190909

Position	Surface form	Disambiguated ID	Type / Status
Subject	American Social Science Association	`E89031`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Department of Social Economy The Department of Social Economy was a specialized division within the American Social Science Association focused on studying and promoting reforms related to labor, industry, and broader socio-economic conditions.	`E420629`	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: Department of Social Economy | Statement: [American Social Science Association, hasPart, Department of Social Economy]

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

Target entity: Department of Social Economy
Context triple: [American Social Science Association, hasPart, Department of Social Economy]

A. Department of Socioeconomics
The Department of Socioeconomics is an academic unit at the Vienna University of Economics and Business that focuses on the interdisciplinary study of social and economic structures, processes, and policies.
B. Department of Development Sociology
The Department of Development Sociology is an academic unit at Cornell University that focuses on the social dimensions of development, including issues such as inequality, globalization, and community change.
C. Department of Political Economy
The Department of Political Economy is an academic department at King’s College London focused on the interdisciplinary study of politics, economics, and public policy.
D. Department of Social Sciences
The Department of Social Sciences is a division of the Serbian Academy of Sciences and Arts that focuses on research and scholarly work in fields such as sociology, economics, law, political science, and related disciplines.
E. Domestic Social Policy Division
The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
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: Department of Social Economy
Triple: [American Social Science Association, hasPart, Department of Social Economy]

Generated description

The Department of Social Economy was a specialized division within the American Social Science Association focused on studying and promoting reforms related to labor, industry, and broader socio-economic conditions.

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

Target entity: Department of Social Economy
Target entity description: The Department of Social Economy was a specialized division within the American Social Science Association focused on studying and promoting reforms related to labor, industry, and broader socio-economic conditions.

A. Department of Socioeconomics
The Department of Socioeconomics is an academic unit at the Vienna University of Economics and Business that focuses on the interdisciplinary study of social and economic structures, processes, and policies.
B. Department of Development Sociology
The Department of Development Sociology is an academic unit at Cornell University that focuses on the social dimensions of development, including issues such as inequality, globalization, and community change.
C. Department of Political Economy
The Department of Political Economy is an academic department at King’s College London focused on the interdisciplinary study of politics, economics, and public policy.
D. Department of Social Sciences
The Department of Social Sciences is a division of the Serbian Academy of Sciences and Arts that focuses on research and scholarly work in fields such as sociology, economics, law, political science, and related disciplines.
E. Domestic Social Policy Division
The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
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_69aed9569a4481908b6c1fcec2a11e21`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af034019848190bd5486521c375325`	completed	March 9, 2026, 5:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b58a05e634819094bbe145f86d8786`	completed	March 14, 2026, 4:17 p.m.
NEDg	Description generation	`batch_69b58e337aec819092020d46ee235fd1`	completed	March 14, 2026, 4:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69b58e9f50948190a40254375e76153c`	completed	March 14, 2026, 4:36 p.m.

Created at: March 9, 2026, 3:46 p.m.