Triple

T2294118
Position Surface form Disambiguated ID Type / Status
Subject Laura Arrillaga-Andreessen E51570 entity
Predicate notableWork P4 FINISHED
Object 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.
E253525 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 | Statement: [Laura Arrillaga-Andreessen, notableWork, Giving 2.0]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Giving 2.0
Context triple: [Laura Arrillaga-Andreessen, notableWork, Giving 2.0]
  • A. Thanks-Giving Foundation
    The Thanks-Giving Foundation is a nonprofit organization dedicated to promoting gratitude, understanding, and interfaith harmony through educational programs, public initiatives, and stewardship of Thanks-Giving Square in Dallas, Texas.
  • B. Benefactors
    Benefactors is a 1984 play by Michael Frayn that explores the moral and personal complexities of urban redevelopment through the intertwined lives of two couples.
  • C. 100&Change competition
    The 100&Change competition is a philanthropic initiative that awards a single $100 million grant to fund a bold, evidence-based solution to a critical social problem.
  • D. Big Change charity
    Big Change charity is a UK-based philanthropic organization that supports innovative projects aimed at transforming education and improving outcomes for young people.
  • E. Perfect Charity
    Perfect Charity is the official English title of the Second Vatican Council decree *Perfectae Caritatis* on the renewal and adaptation of religious life in the Catholic Church.
  • 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
Triple: [Laura Arrillaga-Andreessen, notableWork, Giving 2.0]
Generated description
Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Giving 2.0
Target entity description: Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
  • A. Thanks-Giving Foundation
    The Thanks-Giving Foundation is a nonprofit organization dedicated to promoting gratitude, understanding, and interfaith harmony through educational programs, public initiatives, and stewardship of Thanks-Giving Square in Dallas, Texas.
  • B. Benefactors
    Benefactors is a 1984 play by Michael Frayn that explores the moral and personal complexities of urban redevelopment through the intertwined lives of two couples.
  • C. 100&Change competition
    The 100&Change competition is a philanthropic initiative that awards a single $100 million grant to fund a bold, evidence-based solution to a critical social problem.
  • D. Big Change charity
    Big Change charity is a UK-based philanthropic organization that supports innovative projects aimed at transforming education and improving outcomes for young people.
  • E. Perfect Charity
    Perfect Charity is the official English title of the Second Vatican Council decree *Perfectae Caritatis* on the renewal and adaptation of religious life in the Catholic Church.
  • 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.