Triple

T4395604
Position Surface form Disambiguated ID Type / Status
Subject Cari Tuna E99478 entity
Predicate hasGivenFundingTo P33009 FINISHED
Object GiveWell
GiveWell is a nonprofit charity evaluator that conducts in-depth research to identify and recommend highly cost-effective giving opportunities to donors.
E436708 NE FINISHED

How this triple was built (5 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: GiveWell | Statement: [Cari Tuna, hasGivenFundingTo, GiveWell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GiveWell
Context triple: [Cari Tuna, hasGivenFundingTo, GiveWell]
  • A. effective altruism
    Effective altruism is a philosophical and social movement that uses evidence and reason to determine how individuals can do the most good, particularly through impactful charitable giving and career choices.
  • B. Good Ventures
    Good Ventures is a philanthropic foundation co-founded by Facebook billionaire Dustin Moskovitz that focuses on high-impact, evidence-based charitable giving, often in partnership with the effective altruism community.
  • C. Charity
    Charity is the alternative name for South Sister, a prominent volcanic peak in Oregon’s Cascade Range.
  • D. Giving 2.0
    Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
  • E. Skoll Global Threats Fund
    Skoll Global Threats Fund is a philanthropic organization focused on addressing global challenges such as climate change, pandemics, water security, nuclear proliferation, and Middle East conflict through targeted grants and initiatives.
  • 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: GiveWell
Triple: [Cari Tuna, hasGivenFundingTo, GiveWell]
Generated description
GiveWell is a nonprofit charity evaluator that conducts in-depth research to identify and recommend highly cost-effective giving opportunities to donors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GiveWell
Target entity description: GiveWell is a nonprofit charity evaluator that conducts in-depth research to identify and recommend highly cost-effective giving opportunities to donors.
  • A. effective altruism
    Effective altruism is a philosophical and social movement that uses evidence and reason to determine how individuals can do the most good, particularly through impactful charitable giving and career choices.
  • B. Good Ventures
    Good Ventures is a philanthropic foundation co-founded by Facebook billionaire Dustin Moskovitz that focuses on high-impact, evidence-based charitable giving, often in partnership with the effective altruism community.
  • C. Charity
    Charity is the alternative name for South Sister, a prominent volcanic peak in Oregon’s Cascade Range.
  • D. Giving 2.0
    Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
  • E. Skoll Global Threats Fund
    Skoll Global Threats Fund is a philanthropic organization focused on addressing global challenges such as climate change, pandemics, water security, nuclear proliferation, and Middle East conflict through targeted grants and initiatives.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasGivenFundingTo
Context triple: [Cari Tuna, hasGivenFundingTo, GiveWell]
  • A. fundedBy
    Indicates that an entity receives financial support or resources from another entity.
  • B. funderOf chosen
    Indicates that one entity provides financial support or funding for another entity, project, or activity.
  • C. notFundedBy
    Indicates that one entity does not receive financial support, backing, or funding from another entity.
  • D. fundingContext
    Indicates the circumstances, purpose, or conditions under which funding is provided or used in a given relationship or action.
  • E. hasMonetaryGrant
    Indicates that an entity provides or receives a monetary grant from another entity.
  • F. None of above.

Provenance (6 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352ab928c81909f4406d5df3e081b completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e536e1848190a2517ab351adfe48 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
PD Predicate disambiguation batch_69b34f597998819092477efdedb51427 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:20 p.m.