Triple
T1426829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle LaVaughn Robinson |
E30350
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object | Let Girls Learn initiative |
E4965
|
NE FINISHED |
How this triple was built (2 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 initiative | Statement: [Michelle LaVaughn Robinson, notableProject, Let Girls Learn initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Let Girls Learn initiative Context triple: [Michelle LaVaughn Robinson, notableProject, Let Girls Learn initiative]
-
A.
Let Girls Learn
chosen
Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
-
B.
Malala Fund
Malala Fund is a global nonprofit organization that advocates for girls’ education and invests in local education activists to ensure every girl can access 12 years of free, safe, quality schooling.
-
C.
Oprah Winfrey Leadership Academy for Girls
Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
-
D.
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.
-
E.
Be Best initiative
The Be Best initiative is a public awareness campaign launched by former U.S. First Lady Melania Trump focused on children’s well-being, online safety, and combating opioid abuse.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4be7d208190bcfb46239bd72e56 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016708bc8190af01b10a0f0d6942 |
completed | March 8, 2026, 4:56 a.m. |
Created at: March 1, 2026, 8 p.m.