Triple

T78564
Position Surface form Disambiguated ID Type / Status
Subject Michelle Obama E1573 entity
Predicate notableProgram P4 FINISHED
Object Let Girls Learn
Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
E4965 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: Let Girls Learn | Statement: [Michelle Obama, notableProgram, Let Girls Learn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Let Girls Learn
Context triple: [Michelle Obama, notableProgram, Let Girls Learn]
  • A. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • B. One Laptop per Child
    One Laptop per Child is an educational nonprofit initiative that aimed to provide low-cost, durable laptops to children in developing countries to support digital learning and bridge the global digital divide.
  • C. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • D. Notorious RBG
    Notorious RBG is the popular cultural nickname for U.S. Supreme Court Justice Ruth Bader Ginsburg, celebrating her as a trailblazing feminist icon and champion of gender equality.
  • E. City of Firsts
    City of Firsts is a historic Massachusetts city known for its early industrial innovations and numerous pioneering achievements in American manufacturing and technology.
  • 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: Let Girls Learn
Triple: [Michelle Obama, notableProgram, Let Girls Learn]
Generated description
Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Let Girls Learn
Target entity description: Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
  • A. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • B. One Laptop per Child
    One Laptop per Child is an educational nonprofit initiative that aimed to provide low-cost, durable laptops to children in developing countries to support digital learning and bridge the global digital divide.
  • C. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • D. Notorious RBG
    Notorious RBG is the popular cultural nickname for U.S. Supreme Court Justice Ruth Bader Ginsburg, celebrating her as a trailblazing feminist icon and champion of gender equality.
  • E. City of Firsts
    City of Firsts is a historic Massachusetts city known for its early industrial innovations and numerous pioneering achievements in American manufacturing and technology.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f30e5848190a8edcb37c356ce0a completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255522b0081909f8a02667108a6d3 completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a255ef9b1081909fe71530250bd68b completed Feb. 28, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69a256c673748190abb6b556701b4a2a completed Feb. 28, 2026, 2:45 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.