Triple

T2294136
Position Surface form Disambiguated ID Type / Status
Subject Laura Arrillaga-Andreessen E51570 entity
Predicate hasWritten P2831 FINISHED
Object Giving 2.0: Transform Your Giving and Our World
"Giving 2.0: Transform Your Giving and Our World" is a philanthropy guidebook by Laura Arrillaga-Andreessen that teaches individuals and families how to give more strategically and effectively to create greater social impact.
E253526 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: Giving 2.0: Transform Your Giving and Our World | Statement: [Laura Arrillaga-Andreessen, hasWritten, Giving 2.0: Transform Your Giving and Our World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Giving 2.0: Transform Your Giving and Our World
Context triple: [Laura Arrillaga-Andreessen, hasWritten, Giving 2.0: Transform Your Giving and Our World]
  • A. The Giving Pledge
    The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
  • B. Start Now! You Can Make a Difference
    "Start Now! You Can Make a Difference" is a nonfiction book by Chelsea Clinton that encourages and guides young people to engage in activism and social change on issues they care about.
  • C. Points of Light
    Points of Light is a nonprofit organization dedicated to promoting volunteerism and civic engagement through large-scale service initiatives and support for community-based organizations.
  • D. Charter for Compassion
    The Charter for Compassion is a global interfaith initiative that promotes the principle of compassion as a central ethical value in religion, education, business, and civic life.
  • E. Compassionate Cities
    Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
  • 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: Giving 2.0: Transform Your Giving and Our World
Triple: [Laura Arrillaga-Andreessen, hasWritten, Giving 2.0: Transform Your Giving and Our World]
Generated description
"Giving 2.0: Transform Your Giving and Our World" is a philanthropy guidebook by Laura Arrillaga-Andreessen that teaches individuals and families how to give more strategically and effectively to create greater social impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Giving 2.0: Transform Your Giving and Our World
Target entity description: "Giving 2.0: Transform Your Giving and Our World" is a philanthropy guidebook by Laura Arrillaga-Andreessen that teaches individuals and families how to give more strategically and effectively to create greater social impact.
  • A. The Giving Pledge
    The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
  • B. Start Now! You Can Make a Difference
    "Start Now! You Can Make a Difference" is a nonfiction book by Chelsea Clinton that encourages and guides young people to engage in activism and social change on issues they care about.
  • C. Points of Light
    Points of Light is a nonprofit organization dedicated to promoting volunteerism and civic engagement through large-scale service initiatives and support for community-based organizations.
  • D. Charter for Compassion
    The Charter for Compassion is a global interfaith initiative that promotes the principle of compassion as a central ethical value in religion, education, business, and civic life.
  • E. Compassionate Cities
    Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5da667881909186adf23a2bd45b completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f2654e4819090dea196cf38652e completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fd6e8608190b48f3a50ee62d664 completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae804b402c81909a5fc68c6ee3decb completed March 9, 2026, 8:09 a.m.
Created at: March 4, 2026, 7:49 p.m.