Triple

T7272299

Position	Surface form	Disambiguated ID	Type / Status
Subject	James S. Coleman	`E161134`	entity
Predicate	memberOf	`P10`	FINISHED
Object	American Sociological Association The American Sociological Association is a major professional organization in the United States dedicated to advancing sociological research, teaching, and public engagement.	`E654400`	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 Sociological Association | Statement: [James S. Coleman, memberOf, American Sociological Association]

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

Target entity: American Sociological Association
Context triple: [James S. Coleman, memberOf, American Sociological Association]

A. American Social Science Association
The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
B. Society for Cultural Anthropology
The Society for Cultural Anthropology is a scholarly organization dedicated to advancing the study and critical analysis of culture within the broader field of anthropology.
C. American Anthropological Association
The American Anthropological Association is the primary professional organization for anthropologists in the United States, dedicated to advancing the study of humanity through research, education, and ethical practice.
D. Society for Applied Anthropology
The Society for Applied Anthropology is a professional organization that promotes the practical application of anthropological and related social science knowledge to address real-world social problems.
E. American Political Science Association
The American Political Science Association is a leading professional organization for political science scholars and practitioners in the United States, known for advancing research, teaching, and public understanding of politics and government.
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 Sociological Association
Triple: [James S. Coleman, memberOf, American Sociological Association]

Generated description

The American Sociological Association is a major professional organization in the United States dedicated to advancing sociological research, teaching, and public engagement.

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

Target entity: American Sociological Association
Target entity description: The American Sociological Association is a major professional organization in the United States dedicated to advancing sociological research, teaching, and public engagement.

A. American Social Science Association
The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
B. Society for Cultural Anthropology
The Society for Cultural Anthropology is a scholarly organization dedicated to advancing the study and critical analysis of culture within the broader field of anthropology.
C. American Anthropological Association
The American Anthropological Association is the primary professional organization for anthropologists in the United States, dedicated to advancing the study of humanity through research, education, and ethical practice.
D. Society for Applied Anthropology
The Society for Applied Anthropology is a professional organization that promotes the practical application of anthropological and related social science knowledge to address real-world social problems.
E. American Political Science Association
The American Political Science Association is a leading professional organization for political science scholars and practitioners in the United States, known for advancing research, teaching, and public understanding of politics and government.
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_69c6885181008190b419040e22939c7c`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6eb0a03888190b5aa1da80dd303c5`	completed	March 27, 2026, 8:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7db25658481909fc8cf86deb436a4`	completed	March 28, 2026, 1:44 p.m.
NEDg	Description generation	`batch_69c7df68b27081909acd7b903546f1c2`	completed	March 28, 2026, 2:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7dfdea8a48190b901003a4a60d36f`	completed	March 28, 2026, 2:04 p.m.

Created at: March 27, 2026, 2:58 p.m.