Triple

T5965828

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bronisław Malinowski	`E132748`	entity
Predicate	notableWork	`P4`	FINISHED
Object	A Scientific Theory of Culture and Other Essays A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.	`E558411`	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: A Scientific Theory of Culture and Other Essays | Statement: [Bronisław Malinowski, notableWork, A Scientific Theory of Culture and Other Essays]

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

Target entity: A Scientific Theory of Culture and Other Essays
Context triple: [Bronisław Malinowski, notableWork, A Scientific Theory of Culture and Other Essays]

A. The Nature of Culture
The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
B. Theory of Culture Change
Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
C. Science and Culture, and Other Essays
"Science and Culture, and Other Essays" is a collection of influential essays by Thomas Henry Huxley that explore the relationship between scientific thought, education, and Victorian culture.
D. The Mind and Society
The Mind and Society is Vilfredo Pareto’s major sociological work that applies his theory of elites and non-logical actions to analyze the structure and dynamics of social systems.
E. Culture and Human Destiny
Culture and Human Destiny is a philosophical work by Horace M. Kallen that explores cultural pluralism, democracy, and the role of diverse cultural identities in shaping human society.
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: A Scientific Theory of Culture and Other Essays
Triple: [Bronisław Malinowski, notableWork, A Scientific Theory of Culture and Other Essays]

Generated description

A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.

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

Target entity: A Scientific Theory of Culture and Other Essays
Target entity description: A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.

A. The Nature of Culture
The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
B. Theory of Culture Change
Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
C. Science and Culture, and Other Essays
"Science and Culture, and Other Essays" is a collection of influential essays by Thomas Henry Huxley that explore the relationship between scientific thought, education, and Victorian culture.
D. The Mind and Society
The Mind and Society is Vilfredo Pareto’s major sociological work that applies his theory of elites and non-logical actions to analyze the structure and dynamics of social systems.
E. Culture and Human Destiny
Culture and Human Destiny is a philosophical work by Horace M. Kallen that explores cultural pluralism, democracy, and the role of diverse cultural identities in shaping human society.
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_69c0086c2364819091e9fe2f58fa2517`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c03a3ca1dc819098cde8ae5ec1d845`	completed	March 22, 2026, 6:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0e3f917c881909c4f780937c5fa7b`	completed	March 23, 2026, 6:55 a.m.
NEDg	Description generation	`batch_69c0e8de4f0c81908e8c67b858cdd066`	completed	March 23, 2026, 7:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0e9416ba88190adb835b2ab9630ed`	completed	March 23, 2026, 7:18 a.m.

Created at: March 22, 2026, 4:03 p.m.