Triple
T225376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malia Obama |
E4302
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Marian Shields Robinson
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.
|
E36551
|
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: Marian Shields Robinson | Statement: [Malia Obama, relative, Marian Shields Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marian Shields Robinson Context triple: [Malia Obama, relative, Marian Shields Robinson]
-
A.
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.
-
B.
Jean Kennedy Smith
Jean Kennedy Smith was an American diplomat, humanitarian, and member of the Kennedy political family who served as U.S. Ambassador to Ireland and founded the arts and disability organization VSA.
-
C.
Tricia Nixon Cox
Tricia Nixon Cox is the elder daughter of former U.S. President Richard Nixon, known for her prominent role as a White House hostess and her highly publicized 1971 Rose Garden wedding.
-
D.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
E.
Maureen Reagan
Maureen Reagan was an American political activist, television and radio personality, and the eldest daughter of U.S. President Ronald Reagan.
- 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: Marian Shields Robinson Triple: [Malia Obama, relative, Marian Shields Robinson]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marian Shields Robinson Target entity description: 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.
-
A.
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.
-
B.
Jean Kennedy Smith
Jean Kennedy Smith was an American diplomat, humanitarian, and member of the Kennedy political family who served as U.S. Ambassador to Ireland and founded the arts and disability organization VSA.
-
C.
Tricia Nixon Cox
Tricia Nixon Cox is the elder daughter of former U.S. President Richard Nixon, known for her prominent role as a White House hostess and her highly publicized 1971 Rose Garden wedding.
-
D.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
E.
Maureen Reagan
Maureen Reagan was an American political activist, television and radio personality, and the eldest daughter of U.S. President Ronald Reagan.
- 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c8c0b8881908016161568c0cbfb |
completed | Feb. 28, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a399a2991c8190a3f79aa899720a7c |
completed | March 1, 2026, 1:42 a.m. |
| NEDg | Description generation | batch_69a39afffa5c8190a71e91cbea794197 |
completed | March 1, 2026, 1:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a39b7aac5881908b2efeaae2603555 |
completed | March 1, 2026, 1:50 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.