Triple

T16702305
Position Surface form Disambiguated ID Type / Status
Subject MacKenzie Scott E405881 entity
Predicate philanthropyOrganization P16661 FINISHED
Object Yield Giving
Yield Giving is MacKenzie Scott’s large-scale philanthropic initiative that donates billions of dollars to a wide range of nonprofits, often through unrestricted, trust-based grants.
E1228810 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: Yield Giving | Statement: [MacKenzie Scott, philanthropyOrganization, Yield Giving]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yield Giving
Context triple: [MacKenzie Scott, philanthropyOrganization, Yield Giving]
  • A. 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.
  • B. Day of Giving
    Day of Giving is Jersey Mike’s Subs’ annual nationwide fundraising event during which the chain donates a full day’s sales to charitable causes.
  • C. Please Give
    Please Give is a 2010 indie dramedy film written and directed by Nicole Holofcener that explores guilt, privilege, and urban relationships among affluent New Yorkers.
  • D. Giving
    Giving is the sequel to Bill Clinton’s memoir "My Life," focusing on philanthropy and the power of citizen service to change the world.
  • E. Donar
    Donar is the Germanic thunder god equivalent to the Norse deity Thor, associated with storms, strength, and protection.
  • 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: Yield Giving
Triple: [MacKenzie Scott, philanthropyOrganization, Yield Giving]
Generated description
Yield Giving is MacKenzie Scott’s large-scale philanthropic initiative that donates billions of dollars to a wide range of nonprofits, often through unrestricted, trust-based grants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yield Giving
Target entity description: Yield Giving is MacKenzie Scott’s large-scale philanthropic initiative that donates billions of dollars to a wide range of nonprofits, often through unrestricted, trust-based grants.
  • A. 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.
  • B. Day of Giving
    Day of Giving is Jersey Mike’s Subs’ annual nationwide fundraising event during which the chain donates a full day’s sales to charitable causes.
  • C. Please Give
    Please Give is a 2010 indie dramedy film written and directed by Nicole Holofcener that explores guilt, privilege, and urban relationships among affluent New Yorkers.
  • D. Giving
    Giving is the sequel to Bill Clinton’s memoir "My Life," focusing on philanthropy and the power of citizen service to change the world.
  • E. Donar
    Donar is the Germanic thunder god equivalent to the Norse deity Thor, associated with storms, strength, and protection.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: philanthropyOrganization
Context triple: [MacKenzie Scott, philanthropyOrganization, Yield Giving]
  • A. philanthropicInitiative
    Indicates an action or relationship where an entity undertakes or supports activities intended to promote the welfare of others, typically through charitable or socially beneficial efforts.
  • B. philanthropicArm
    Indicates that an entity functions as the charitable or philanthropic division or initiative of another organization, responsible for its giving and social impact activities.
  • C. philanthropicBeneficiary chosen
    Indicates that one entity is the recipient or target of another entity’s philanthropic giving or charitable support.
  • D. associatedCharity
    Indicates that one entity has a formal or recognized charitable affiliation or partnership with another entity.
  • E. philanthropicDonation
    Indicates that one entity voluntarily gives money, goods, or services to another entity for charitable or public-benefit purposes without expecting direct compensation.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e383326d7081909ef4c3b724876513 completed April 18, 2026, 1:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a0dee08190a67ed5df2008c91e completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00923f1da08190b6b2c869284099bc completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00931aa1d88190a0775e74779b3a6b completed May 10, 2026, 2:15 p.m.
PD Predicate disambiguation batch_69e319c379f88190ac0adf812486f598 completed April 18, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:19 a.m.