Triple
T1402300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malia Obama |
E31611
|
entity |
| Predicate | notableRelative |
P367
|
FINISHED |
| Object | Marian Shields Robinson |
E36551
|
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: Marian Shields Robinson | Statement: [Malia Obama, notableRelative, Marian Shields Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marian Shields Robinson Context triple: [Malia Obama, notableRelative, Marian Shields Robinson]
-
A.
Marian Shields Robinson
chosen
Marian Shields Robinson is the mother of former First Lady Michelle Obama and grandmother of Malia and Sasha Obama, known for living in the White House during Barack Obama’s presidency to help care for her granddaughters.
-
B.
Betty Shannon
Betty Shannon was an American mathematician and computer programmer known for her work at Bell Labs and as the wife and intellectual partner of information theory pioneer Claude Shannon.
-
C.
Maria Shriver
Maria Shriver is an American journalist, author, and former First Lady of California, known for her work with NBC News and her advocacy on issues such as Alzheimer's disease and women's empowerment.
-
D.
Peggy Wallace Kennedy
Peggy Wallace Kennedy is an American author and civil rights advocate known for publicly reckoning with and speaking out against the segregationist legacy of her father, former Alabama governor George Wallace.
-
E.
Joan Trumpauer
Joan Trumpauer is an American civil rights activist best known for her courageous work in the early 1960s, including sit-ins, voter registration efforts, and enduring imprisonment for challenging segregation in the Deep South.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39ef554819096c17bca5891829b |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015839908190b7f9f6c79dcc0367 |
completed | March 8, 2026, 4:55 a.m. |
Created at: March 1, 2026, 7:59 p.m.