Triple

T78968
Position Surface form Disambiguated ID Type / Status
Subject Chan Zuckerberg Initiative E1583 entity
Predicate hasProgram P178 FINISHED
Object Chan Zuckerberg Education
Chan Zuckerberg Education is an education-focused program of the Chan Zuckerberg Initiative dedicated to improving student learning and equity through personalized learning tools, research, and support for educators and schools.
 E1583 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: Chan Zuckerberg Education | Statement: [Chan Zuckerberg Initiative, hasProgram, Chan Zuckerberg Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chan Zuckerberg Education
Context triple: [Chan Zuckerberg Initiative, hasProgram, Chan Zuckerberg Education]
  • A. Chan Zuckerberg Initiative
    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.
  • B. Randi Zuckerberg
    Randi Zuckerberg is an American businesswoman, author, and former Facebook marketing executive who founded the media company Zuckerberg Media and focuses on technology, entrepreneurship, and digital literacy.
  • C. Edward Zuckerberg
    Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
  • D. Mark Zuckerberg
    Mark Zuckerberg is an American technology entrepreneur and philanthropist best known as the co-founder and CEO of Facebook (now Meta Platforms).
  • E. Donna Zuckerberg
    Donna Zuckerberg is a classicist, writer, and editor-in-chief of the online journal Eidolon, known for her work on how the classics are used in contemporary culture and online misogyny.
  • 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: Chan Zuckerberg Education
Triple: [Chan Zuckerberg Initiative, hasProgram, Chan Zuckerberg Education]
Generated description
Chan Zuckerberg Education is an education-focused program of the Chan Zuckerberg Initiative dedicated to improving student learning and equity through personalized learning tools, research, and support for educators and schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chan Zuckerberg Education
Target entity description: Chan Zuckerberg Education is an education-focused program of the Chan Zuckerberg Initiative dedicated to improving student learning and equity through personalized learning tools, research, and support for educators and schools.
  • A. 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.
  • B. Randi Zuckerberg
    Randi Zuckerberg is an American businesswoman, author, and former Facebook marketing executive who founded the media company Zuckerberg Media and focuses on technology, entrepreneurship, and digital literacy.
  • C. Edward Zuckerberg
    Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
  • D. Mark Zuckerberg
    Mark Zuckerberg is an American technology entrepreneur and philanthropist best known as the co-founder and CEO of Facebook (now Meta Platforms).
  • E. Donna Zuckerberg
    Donna Zuckerberg is a classicist, writer, and editor-in-chief of the online journal Eidolon, known for her work on how the classics are used in contemporary culture and online misogyny.
  • F. None of above.

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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f335b5c8190bf2158d884890ac2 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266ea53f48190a0a09700697ffd45 completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a26ada5f908190afcc754be9fffd07 completed Feb. 28, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69a26b668a948190811c208dae793975 completed Feb. 28, 2026, 4:13 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.