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.