Triple

T15313093

Position	Surface form	Disambiguated ID	Type / Status
Subject	AI for the Common Good	`E366087`	entity
Predicate	name	`P16`	FINISHED
Object	AI for the Common Good AI for the Common Good is a concept and movement focused on developing and applying artificial intelligence technologies to promote social welfare, equity, and ethical outcomes for society at large.	`E366087`	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: AI for the Common Good | Statement: [AI for the Common Good, name, AI for the Common Good]

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

Target entity: AI for the Common Good
Context triple: [AI for the Common Good, name, AI for the Common Good]

A. AI for the Common Good
AI for the Common Good is a research initiative at the Allen Institute for Artificial Intelligence focused on developing and applying AI technologies to address pressing social and global challenges.
B. Black AI cooperatives
Black AI cooperatives are community-owned, collaboratively governed initiatives that develop and control artificial intelligence technologies to advance Black liberation, economic justice, and self-determination.
C. The Data of Ethics
The Data of Ethics is a foundational section of Herbert Spencer’s ethical philosophy that examines the empirical and psychological bases of moral conduct.
D. The Intelligent Individual and Society
"The Intelligent Individual and Society" is a philosophical work by Nobel Prize–winning physicist Percy W. Bridgman that explores the role, responsibilities, and challenges of the rational individual within modern social and political structures.
E. For the Common Good
For the Common Good is an influential book by economist Herman Daly (with theologian John B. Cobb Jr.) that critiques conventional growth-focused economics and advocates for an ecologically sustainable, community-centered economy.
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: AI for the Common Good
Triple: [AI for the Common Good, name, AI for the Common Good]

Generated description

AI for the Common Good is a concept and movement focused on developing and applying artificial intelligence technologies to promote social welfare, equity, and ethical outcomes for society at large.

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

Target entity: AI for the Common Good
Target entity description: AI for the Common Good is a concept and movement focused on developing and applying artificial intelligence technologies to promote social welfare, equity, and ethical outcomes for society at large.

A. AI for the Common Good chosen
AI for the Common Good is a research initiative at the Allen Institute for Artificial Intelligence focused on developing and applying AI technologies to address pressing social and global challenges.
B. Black AI cooperatives
Black AI cooperatives are community-owned, collaboratively governed initiatives that develop and control artificial intelligence technologies to advance Black liberation, economic justice, and self-determination.
C. The Data of Ethics
The Data of Ethics is a foundational section of Herbert Spencer’s ethical philosophy that examines the empirical and psychological bases of moral conduct.
D. The Intelligent Individual and Society
"The Intelligent Individual and Society" is a philosophical work by Nobel Prize–winning physicist Percy W. Bridgman that explores the role, responsibilities, and challenges of the rational individual within modern social and political structures.
E. For the Common Good
For the Common Good is an influential book by economist Herman Daly (with theologian John B. Cobb Jr.) that critiques conventional growth-focused economics and advocates for an ecologically sustainable, community-centered economy.
F. None of above.

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_69d85a113ee881908e297a1d38dd79fa`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03cd2d5a88190aead748920f93d47`	completed	April 16, 2026, 1:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fef8a3da3881909b50cfbec0543adc`	completed	May 9, 2026, 9:04 a.m.
NEDg	Description generation	`batch_69fefdb82b2081908084a12a58ad3477`	completed	May 9, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69fefe6c42708190bd893885fc5bc88e`	completed	May 9, 2026, 9:29 a.m.

Created at: April 10, 2026, 3:16 a.m.