Triple

T2021209

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sarah Hughes	`E44108`	entity
Predicate	fieldOfStudy	`P3`	FINISHED
Object	American studies American studies is an interdisciplinary academic field that examines the history, culture, politics, and society of the United States, often integrating perspectives from literature, history, sociology, and cultural studies.	`E225149`	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: American studies | Statement: [Sarah Hughes, fieldOfStudy, American studies]

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

Target entity: American studies
Context triple: [Sarah Hughes, fieldOfStudy, American studies]

A. American literature
American literature is the body of written works produced in the United States and its preceding colonies, reflecting the nation’s evolving history, culture, and diverse voices across genres and periods.
B. African American studies
African American studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in the United States.
C. School of Historical Studies
The School of Historical Studies is a division of the Institute for Advanced Study devoted to advanced research in history, offering scholars a setting for long-term, independent study across a wide range of historical fields.
D. College of Social Studies
The College of Social Studies is an interdisciplinary, tutorial-based undergraduate program at Wesleyan University that combines history, government, economics, and philosophy in an intensive, discussion-centered curriculum.
E. American historical particularism
American historical particularism is an anthropological approach, associated with Franz Boas and his students, that emphasizes the unique historical development of each culture rather than universal evolutionary stages.
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: American studies
Triple: [Sarah Hughes, fieldOfStudy, American studies]

Generated description

American studies is an interdisciplinary academic field that examines the history, culture, politics, and society of the United States, often integrating perspectives from literature, history, sociology, and cultural studies.

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

Target entity: American studies
Target entity description: American studies is an interdisciplinary academic field that examines the history, culture, politics, and society of the United States, often integrating perspectives from literature, history, sociology, and cultural studies.

A. American literature
American literature is the body of written works produced in the United States and its preceding colonies, reflecting the nation’s evolving history, culture, and diverse voices across genres and periods.
B. African American studies
African American studies is an interdisciplinary academic field that examines the history, culture, politics, and experiences of people of African descent, particularly in the United States.
C. School of Historical Studies
The School of Historical Studies is a division of the Institute for Advanced Study devoted to advanced research in history, offering scholars a setting for long-term, independent study across a wide range of historical fields.
D. College of Social Studies
The College of Social Studies is an interdisciplinary, tutorial-based undergraduate program at Wesleyan University that combines history, government, economics, and philosophy in an intensive, discussion-centered curriculum.
E. American historical particularism
American historical particularism is an anthropological approach, associated with Franz Boas and his students, that emphasizes the unique historical development of each culture rather than universal evolutionary stages.
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_69a8891201bc8190aca837be6de41579`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abb8ee02dc81908fec9fd8df7a4f40`	completed	March 7, 2026, 5:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0af60fac8190bc8c8a212a422305`	completed	March 8, 2026, 11:49 p.m.
NEDg	Description generation	`batch_69ae0b8bd2bc8190a6f16519f3f6e924`	completed	March 8, 2026, 11:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0bf5364c8190bffbbd211a5e11a6`	completed	March 8, 2026, 11:53 p.m.

Created at: March 4, 2026, 7:38 p.m.