Triple

T10707042

Position	Surface form	Disambiguated ID	Type / Status
Subject	George Brown Goode	`E252434`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Principles of Museum Administration The Principles of Museum Administration is a foundational work in museology that outlines early systematic theories and best practices for organizing, managing, and educating through museums.	`E880428`	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: The Principles of Museum Administration | Statement: [George Brown Goode, notableWork, The Principles of Museum Administration]

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

Target entity: The Principles of Museum Administration
Context triple: [George Brown Goode, notableWork, The Principles of Museum Administration]

A. ICOM Code of Ethics for Museums
The ICOM Code of Ethics for Museums is an internationally recognized framework that sets professional standards and ethical principles for the governance, management, and practice of museums worldwide.
B. Museum of Archaeology collections (library-managed components)
The Museum of Archaeology collections (library-managed components) are the archaeological holdings at Durham University that are overseen and curated by the University Library and Collections service.
C. Department of Museology
The Department of Museology is an academic unit at the École du Louvre dedicated to the study of museum theory, practices, and management.
D. National Council of Science Museums
The National Council of Science Museums is an Indian government organization that develops and manages a network of science museums and centers across the country to promote science education and public engagement.
E. Office of Museum Services
The Office of Museum Services is a federal program within the Institute of Museum and Library Services that provides funding, policy guidance, and support to museums across the United States.
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: The Principles of Museum Administration
Triple: [George Brown Goode, notableWork, The Principles of Museum Administration]

Generated description

The Principles of Museum Administration is a foundational work in museology that outlines early systematic theories and best practices for organizing, managing, and educating through museums.

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

Target entity: The Principles of Museum Administration
Target entity description: The Principles of Museum Administration is a foundational work in museology that outlines early systematic theories and best practices for organizing, managing, and educating through museums.

A. ICOM Code of Ethics for Museums
The ICOM Code of Ethics for Museums is an internationally recognized framework that sets professional standards and ethical principles for the governance, management, and practice of museums worldwide.
B. Museum of Archaeology collections (library-managed components)
The Museum of Archaeology collections (library-managed components) are the archaeological holdings at Durham University that are overseen and curated by the University Library and Collections service.
C. Department of Museology
The Department of Museology is an academic unit at the École du Louvre dedicated to the study of museum theory, practices, and management.
D. National Council of Science Museums
The National Council of Science Museums is an Indian government organization that develops and manages a network of science museums and centers across the country to promote science education and public engagement.
E. Office of Museum Services
The Office of Museum Services is a federal program within the Institute of Museum and Library Services that provides funding, policy guidance, and support to museums across the United States.
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_69d6aa5cbabc8190973e683950d89faf`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d6fde080d48190830eaa863aad61ff`	completed	April 9, 2026, 1:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d9990760b48190a05753974cdf556c`	completed	April 11, 2026, 12:42 a.m.
NEDg	Description generation	`batch_69d99e8632688190b3746649a124ca09`	completed	April 11, 2026, 1:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69da625a1e8c8190b282e7a70bb7c876`	completed	April 11, 2026, 3:01 p.m.

Created at: April 8, 2026, 9:12 p.m.