Triple
T1426828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle LaVaughn Robinson |
E30350
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object | Reach Higher initiative |
E9516
|
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: Reach Higher initiative | Statement: [Michelle LaVaughn Robinson, notableProject, Reach Higher initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reach Higher initiative Context triple: [Michelle LaVaughn Robinson, notableProject, Reach Higher initiative]
-
A.
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.
-
B.
Reach Higher
chosen
Reach Higher is an education initiative launched by Michelle Obama to inspire and support young people in pursuing and completing postsecondary education.
-
C.
Aim High
"Aim High" is a song by John Legend from his R&B album *Love in the Future*.
-
D.
Upward Bound
Upward Bound is a U.S. federal TRIO program that provides academic support and college preparation services to low-income and first-generation high school students to help them succeed in postsecondary education.
-
E.
Inspire to Achieve
Inspire to Achieve is the motivational motto of the Army Cadet Force, reflecting its focus on encouraging young people to reach their full potential through military-themed training and personal development.
- 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.