Triple

T754868

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Swedish Academy of Sciences	`E15531`	entity
Predicate	motto	`P42`	FINISHED
Object	För vetenskapens, naturens och människans bästa För vetenskapens, naturens och människans bästa is the Swedish-language motto of the Royal Swedish Academy of Sciences, emphasizing its commitment to advancing science, protecting nature, and benefiting humanity.	`E88677`	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: För vetenskapens, naturens och människans bästa | Statement: [Royal Swedish Academy of Sciences, motto, För vetenskapens, naturens och människans bästa]

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

Target entity: För vetenskapens, naturens och människans bästa
Context triple: [Royal Swedish Academy of Sciences, motto, För vetenskapens, naturens och människans bästa]

A. Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
B. The Concept of Nature
The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
C. Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
D. Cognitio, sapientia, humanitas
"Cognitio, sapientia, humanitas" is the Latin motto of the University of Manchester, expressing its commitment to knowledge, wisdom, and humanity.
E. Artes, Scientia, Veritas
Artes, Scientia, Veritas is the Latin motto of the University of Michigan, meaning "Arts, Knowledge, Truth."
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: För vetenskapens, naturens och människans bästa
Triple: [Royal Swedish Academy of Sciences, motto, För vetenskapens, naturens och människans bästa]

Generated description

För vetenskapens, naturens och människans bästa is the Swedish-language motto of the Royal Swedish Academy of Sciences, emphasizing its commitment to advancing science, protecting nature, and benefiting humanity.

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

Target entity: För vetenskapens, naturens och människans bästa
Target entity description: För vetenskapens, naturens och människans bästa is the Swedish-language motto of the Royal Swedish Academy of Sciences, emphasizing its commitment to advancing science, protecting nature, and benefiting humanity.

A. Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
B. The Concept of Nature
The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
C. Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
D. Cognitio, sapientia, humanitas
"Cognitio, sapientia, humanitas" is the Latin motto of the University of Manchester, expressing its commitment to knowledge, wisdom, and humanity.
E. Artes, Scientia, Veritas
Artes, Scientia, Veritas is the Latin motto of the University of Michigan, meaning "Arts, Knowledge, Truth."
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_69a493599a0081908da65f3407af1ef2`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a66820548190b373deb117187c2c`	completed	March 1, 2026, 8:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a654eae9608190af3b410ecc041660`	completed	March 3, 2026, 3:26 a.m.
NEDg	Description generation	`batch_69a65555e7748190b2a55548e4058bc1`	completed	March 3, 2026, 3:28 a.m.
NED2	Entity disambiguation (via description)	`batch_69a656d5f28481908ff3fd5fb71b1440`	completed	March 3, 2026, 3:34 a.m.

Created at: March 1, 2026, 7:37 p.m.