Triple

T8788532

Position	Surface form	Disambiguated ID	Type / Status
Subject	William W. Howells	`E209101`	entity
Predicate	memberOf	`P10`	FINISHED
Object	American Association of Physical Anthropologists The American Association of Physical Anthropologists is a professional scientific organization dedicated to the study of human biological and evolutionary diversity.	`E757720`	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 Association of Physical Anthropologists | Statement: [William W. Howells, memberOf, American Association of Physical Anthropologists]

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

Target entity: American Association of Physical Anthropologists
Context triple: [William W. Howells, memberOf, American Association of Physical Anthropologists]

A. National Association for the Practice of Anthropology
The National Association for the Practice of Anthropology is a professional organization that promotes and supports the application of anthropological knowledge and methods to real-world problems in diverse practical settings.
B. 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.
C. 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.
D. American Ethnological Society
The American Ethnological Society is a scholarly organization dedicated to the anthropological and ethnological study of human cultures and societies.
E. Human Behavior and Evolution Society
The Human Behavior and Evolution Society is a scholarly organization dedicated to advancing the study of human behavior through the lens of evolutionary theory.
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 Association of Physical Anthropologists
Triple: [William W. Howells, memberOf, American Association of Physical Anthropologists]

Generated description

The American Association of Physical Anthropologists is a professional scientific organization dedicated to the study of human biological and evolutionary diversity.

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

Target entity: American Association of Physical Anthropologists
Target entity description: The American Association of Physical Anthropologists is a professional scientific organization dedicated to the study of human biological and evolutionary diversity.

A. National Association for the Practice of Anthropology
The National Association for the Practice of Anthropology is a professional organization that promotes and supports the application of anthropological knowledge and methods to real-world problems in diverse practical settings.
B. 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.
C. 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.
D. American Ethnological Society
The American Ethnological Society is a scholarly organization dedicated to the anthropological and ethnological study of human cultures and societies.
E. Human Behavior and Evolution Society
The Human Behavior and Evolution Society is a scholarly organization dedicated to advancing the study of human behavior through the lens of evolutionary theory.
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_69ca836168108190bb43d3dc235c1f55`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5f89a84c819085d4cfe4e6dfbda8`	completed	March 31, 2026, 11:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf5210454c8190aa83d941893a4bc5`	completed	April 3, 2026, 5:37 a.m.
NEDg	Description generation	`batch_69cf5378c3f48190a4180c20aecb2260`	completed	April 3, 2026, 5:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf5471e9c08190963b7f1d6c2ceffe`	completed	April 3, 2026, 5:47 a.m.

Created at: March 30, 2026, 6:43 p.m.