Triple

T6181041
Position Surface form Disambiguated ID Type / Status
Subject Worldcoin E137941 entity
Predicate developedBy P73 FINISHED
Object 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.
E573886 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: Tools for Humanity | Statement: [Worldcoin, developedBy, Tools for Humanity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tools for Humanity
Context triple: [Worldcoin, developedBy, Tools for Humanity]
  • A. People United to Save Humanity
    People United to Save Humanity was a civil rights and social justice organization founded by Jesse Jackson in the early 1970s to advocate for economic and political empowerment of African Americans and other marginalized communities.
  • B. People in Need
    People in Need is a Czech humanitarian and human rights organization that provides aid in crisis regions, supports civil society, and promotes social inclusion and education worldwide.
  • C. Platform for Action
    The Platform for Action is a comprehensive global agenda adopted at the 1995 Fourth World Conference on Women in Beijing, outlining strategic objectives and actions to advance gender equality and women’s rights.
  • D. Formula of Humanity
    The Formula of Humanity is Immanuel Kant’s moral principle that requires treating every person always as an end in themselves and never merely as a means.
  • E. Progress and Harmony for Mankind
    Progress and Harmony for Mankind was the central guiding concept of Expo ’70 in Osaka, expressing an optimistic vision of technological advancement aligned with global cooperation and human well-being.
  • 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: Tools for Humanity
Triple: [Worldcoin, developedBy, Tools for Humanity]
Generated description
Tools for Humanity is a technology company focused on developing Worldcoin and related identity and financial infrastructure using biometric and blockchain-based systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tools for Humanity
Target entity description: Tools for Humanity is a technology company focused on developing Worldcoin and related identity and financial infrastructure using biometric and blockchain-based systems.
  • A. People United to Save Humanity
    People United to Save Humanity was a civil rights and social justice organization founded by Jesse Jackson in the early 1970s to advocate for economic and political empowerment of African Americans and other marginalized communities.
  • B. People in Need
    People in Need is a Czech humanitarian and human rights organization that provides aid in crisis regions, supports civil society, and promotes social inclusion and education worldwide.
  • C. Platform for Action
    The Platform for Action is a comprehensive global agenda adopted at the 1995 Fourth World Conference on Women in Beijing, outlining strategic objectives and actions to advance gender equality and women’s rights.
  • D. Formula of Humanity
    The Formula of Humanity is Immanuel Kant’s moral principle that requires treating every person always as an end in themselves and never merely as a means.
  • E. Progress and Harmony for Mankind
    Progress and Harmony for Mankind was the central guiding concept of Expo ’70 in Osaka, expressing an optimistic vision of technological advancement aligned with global cooperation and human well-being.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c060fdf7ac8190a0e887907ec9a922 completed March 22, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141c30d28819095d719adc421b02d completed March 23, 2026, 1:36 p.m.
NEDg Description generation batch_69c14426f414819084bd3bafa81d6c00 completed March 23, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c144b45a148190a95095d7141ddeb0 completed March 23, 2026, 1:48 p.m.
Created at: March 22, 2026, 4:18 p.m.