Triple

T2017294

Position	Surface form	Disambiguated ID	Type / Status
Subject	Barbara Bush	`E44023`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Barbara Bush Foundation for Family Literacy The Barbara Bush Foundation for Family Literacy is a nonprofit organization dedicated to improving literacy among children and parents in the United States through educational programs and advocacy.	`E224550`	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: Barbara Bush Foundation for Family Literacy | Statement: [Barbara Bush, notableWork, Barbara Bush Foundation for Family Literacy]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Barbara Bush Foundation for Family Literacy
Context triple: [Barbara Bush, notableWork, Barbara Bush Foundation for Family Literacy]

A. George H. W. Bush Foundation for U.S.-China Relations
The George H. W. Bush Foundation for U.S.-China Relations is a nonprofit organization dedicated to promoting constructive engagement, dialogue, and cooperation between the United States and China in the spirit of President George H. W. Bush’s legacy.
B. George W. Bush Presidential Center
The George W. Bush Presidential Center is a presidential library and policy institute dedicated to the life, administration, and legacy of the 43rd U.S. president, George W. Bush.
C. National First Ladies’ Library
The National First Ladies’ Library is a U.S. institution and museum dedicated to preserving and interpreting the history, contributions, and legacy of the nation’s First Ladies.
D. Page Family Foundation
The Page Family Foundation is a philanthropic organization established by Google co-founder Larry Page to support initiatives in areas such as education, scientific research, and global problem-solving.
E. John F. Kennedy Library Foundation
The John F. Kennedy Library Foundation is a nonprofit organization that supports and promotes the John F. Kennedy Presidential Library and Museum and preserves the legacy of the 35th U.S. president.
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: Barbara Bush Foundation for Family Literacy
Triple: [Barbara Bush, notableWork, Barbara Bush Foundation for Family Literacy]

Generated description

The Barbara Bush Foundation for Family Literacy is a nonprofit organization dedicated to improving literacy among children and parents in the United States through educational programs and advocacy.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Barbara Bush Foundation for Family Literacy
Target entity description: The Barbara Bush Foundation for Family Literacy is a nonprofit organization dedicated to improving literacy among children and parents in the United States through educational programs and advocacy.

A. George H. W. Bush Foundation for U.S.-China Relations
The George H. W. Bush Foundation for U.S.-China Relations is a nonprofit organization dedicated to promoting constructive engagement, dialogue, and cooperation between the United States and China in the spirit of President George H. W. Bush’s legacy.
B. George W. Bush Presidential Center
The George W. Bush Presidential Center is a presidential library and policy institute dedicated to the life, administration, and legacy of the 43rd U.S. president, George W. Bush.
C. National First Ladies’ Library
The National First Ladies’ Library is a U.S. institution and museum dedicated to preserving and interpreting the history, contributions, and legacy of the nation’s First Ladies.
D. Page Family Foundation
The Page Family Foundation is a philanthropic organization established by Google co-founder Larry Page to support initiatives in areas such as education, scientific research, and global problem-solving.
E. John F. Kennedy Library Foundation
The John F. Kennedy Library Foundation is a nonprofit organization that supports and promotes the John F. Kennedy Presidential Library and Museum and preserves the legacy of the 35th U.S. president.
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_69a8891201bc8190aca837be6de41579`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abb8ccdb7c81909f6b3c96f79fcdfc`	completed	March 7, 2026, 5:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0af1547481909d5f2ca9c4715ace`	completed	March 8, 2026, 11:49 p.m.
NEDg	Description generation	`batch_69ae0b78340c8190897a8cbba418cb00`	completed	March 8, 2026, 11:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0c01b30c81908394e31aa3238bfa`	completed	March 8, 2026, 11:53 p.m.

Created at: March 4, 2026, 7:38 p.m.