Triple

T124831

Position	Surface form	Disambiguated ID	Type / Status
Subject	Franz Boas	`E2523`	entity
Predicate	memberOf	`P10`	FINISHED
Object	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.	`E13621`	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 Anthropological Association | Statement: [Franz Boas, memberOf, American Anthropological Association]

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

Target entity: American Anthropological Association
Context triple: [Franz Boas, memberOf, American Anthropological Association]

A. American Association for the Advancement of Science
The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
B. American Economic Association
The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
C. American Bar Association
The American Bar Association is a nationwide voluntary professional organization of lawyers and law students that sets academic and ethical standards for U.S. law schools and the legal profession.
D. National Academy of Sciences
The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
E. Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
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 Anthropological Association
Triple: [Franz Boas, memberOf, American Anthropological Association]

Generated description

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.

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

Target entity: American Anthropological Association
Target entity description: 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.

A. American Association for the Advancement of Science
The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
B. American Economic Association
The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
C. American Bar Association
The American Bar Association is a nationwide voluntary professional organization of lawyers and law students that sets academic and ethical standards for U.S. law schools and the legal profession.
D. National Academy of Sciences
The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
E. Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
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_69a251b54ea88190b18281669f59b4c0`	completed	Feb. 28, 2026, 2:23 a.m.
NER	Named-entity recognition	`batch_69a2573e4e6481908252dfef2e34f46e`	completed	Feb. 28, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2982578e88190a651b8a50e65edaf`	completed	Feb. 28, 2026, 7:24 a.m.
NEDg	Description generation	`batch_69a2989abd3881908a5832f1a0014014`	completed	Feb. 28, 2026, 7:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69a299c2e0a8819084ebe0f257653075`	completed	Feb. 28, 2026, 7:31 a.m.

Created at: Feb. 28, 2026, 2:27 a.m.