Triple

T2091046
Position Surface form Disambiguated ID Type / Status
Subject Priscilla Chan and Mark Zuckerberg E32669 entity
Predicate hasLegalFormForPhilanthropy P34655 FINISHED
Object limited liability company (Chan Zuckerberg Initiative LLC) E1583 NE FINISHED

How this triple was built (3 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: limited liability company (Chan Zuckerberg Initiative LLC) | Statement: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: limited liability company (Chan Zuckerberg Initiative LLC)
Context triple: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
  • A. Gesellschaft mit beschränkter Haftung
    Gesellschaft mit beschränkter Haftung is a common German limited liability company structure in which owners’ liability is restricted to their capital contributions.
  • B. Triliteral, LLC
    Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
  • C. LCH Limited
    LCH Limited is a leading global clearing house that provides central counterparty clearing services for a wide range of financial markets and asset classes.
  • D. Chan Zuckerberg Initiative chosen
    The Chan Zuckerberg Initiative is a philanthropic organization focused on advancing science, education, and social justice, funded and led by Facebook founder Mark Zuckerberg and his wife Priscilla Chan.
  • E. Calico LLC
    Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLegalFormForPhilanthropy
Context triple: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
  • A. nonprofitStatus
    Indicates that an entity operates as a nonprofit organization, typically meeting legal or regulatory criteria for nonprofit status.
  • B. philanthropicOrganizationStatus
    Indicates that an entity holds a recognized status as a philanthropic or charitable organization, typically for the purpose of public-benefit activities.
  • C. isPhilanthropic
    Indicates that an entity habitually engages in generous actions or donations intended to promote the welfare of others.
  • D. nonprofitType
    Indicates the specific category or classification of a nonprofit organization based on its legal or functional type.
  • E. hasCharitableFoundation
    Indicates that an entity maintains or is associated with a charitable foundation, typically for philanthropic or nonprofit activities.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba7443448190a2642769d0b5fb93 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2746fb3481909e0b7fdbd4748245 completed March 9, 2026, 1:49 a.m.
PD Predicate disambiguation batch_69abb7b4356881909217c42ccb8bb1ed completed March 7, 2026, 5:29 a.m.
PDg Predicate description generation batch_69abb83e7888819096dc40275c77daff completed March 7, 2026, 5:31 a.m.
Created at: March 4, 2026, 7:43 p.m.