Triple

T6777854
Position Surface form Disambiguated ID Type / Status
Subject Institute of Museum and Library Services E155603 entity
Predicate fundingProgram P24549 FINISHED
Object Laura Bush 21st Century Librarian Program
The Laura Bush 21st Century Librarian Program is a federal grant initiative that supports the education, training, and professional development of librarians and library staff to strengthen library services in the 21st century.
 E618357 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: Laura Bush 21st Century Librarian Program | Statement: [Institute of Museum and Library Services, fundingProgram, Laura Bush 21st Century Librarian Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laura Bush 21st Century Librarian Program
Context triple: [Institute of Museum and Library Services, fundingProgram, Laura Bush 21st Century Librarian Program]
  • A. 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.
  • B. Laura Bush
    Laura Bush is an American educator and former librarian who served as First Lady of the United States from 2001 to 2009 during the presidency of her husband, George W. Bush.
  • C. Jess Bush
    Jess Bush is an Australian actress and former model best known for playing Nurse Christine Chapel in the television series "Star Trek: Strange New Worlds."
  • D. Lauren Bush
    Lauren Bush is an American fashion model, designer, and philanthropist best known as the founder of the FEED Projects charity brand and as a member of the Bush political family.
  • E. Librarian of Congress Carla Hayden
    Librarian of Congress Carla Hayden is an American librarian and administrator who became the first woman and first African American to lead the Library of Congress.
  • 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: Laura Bush 21st Century Librarian Program
Triple: [Institute of Museum and Library Services, fundingProgram, Laura Bush 21st Century Librarian Program]
Generated description
The Laura Bush 21st Century Librarian Program is a federal grant initiative that supports the education, training, and professional development of librarians and library staff to strengthen library services in the 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laura Bush 21st Century Librarian Program
Target entity description: The Laura Bush 21st Century Librarian Program is a federal grant initiative that supports the education, training, and professional development of librarians and library staff to strengthen library services in the 21st century.
  • A. 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.
  • B. Laura Bush
    Laura Bush is an American educator and former librarian who served as First Lady of the United States from 2001 to 2009 during the presidency of her husband, George W. Bush.
  • C. Jess Bush
    Jess Bush is an Australian actress and former model best known for playing Nurse Christine Chapel in the television series "Star Trek: Strange New Worlds."
  • D. Lauren Bush
    Lauren Bush is an American fashion model, designer, and philanthropist best known as the founder of the FEED Projects charity brand and as a member of the Bush political family.
  • E. Librarian of Congress Carla Hayden
    Librarian of Congress Carla Hayden is an American librarian and administrator who became the first woman and first African American to lead the Library of Congress.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2689d408190bc2c1ce4ae9c1b13 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cf86e08190bd07c98f01ac5e19 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713c89a748190bd7bf280b82317f0 completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.