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.