Triple

T15313098
Position Surface form Disambiguated ID Type / Status
Subject AI for the Common Good E366087 entity
Predicate focus P31 FINISHED
Object AI for the common good E366087 NE FINISHED

How this triple was built (2 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, focus, 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, focus, AI for the common good]
  • 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. 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.
  • E. Tools for Humanity
    Tools for Humanity is a technology company focused on developing Worldcoin and related identity and financial infrastructure using biometric and blockchain-based systems.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ff01e70a308190a7d6b91178c39bd3 completed May 9, 2026, 9:44 a.m.
Created at: April 10, 2026, 3:16 a.m.