Triple
T78555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle Obama |
E1573
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Becoming
"Becoming" is a bestselling memoir by former First Lady Michelle Obama that chronicles her life from childhood through her years in the White House and beyond.
|
E4962
|
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: Becoming | Statement: [Michelle Obama, notableWork, Becoming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Becoming Context triple: [Michelle Obama, notableWork, Becoming]
-
A.
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.
-
B.
A Promised Land
A Promised Land is a presidential memoir by Barack Obama that chronicles his early political career and first term in the White House.
-
C.
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.
-
D.
Dreams from My Father
Dreams from My Father is Barack Obama’s acclaimed memoir that explores his early life, family history, and search for identity across the United States, Kenya, and Indonesia.
-
E.
The Apprentice
The Apprentice is a reality television series in which contestants compete in business-related challenges for a chance to work for a high-profile executive.
- 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: Becoming Triple: [Michelle Obama, notableWork, Becoming]
Generated description
"Becoming" is a bestselling memoir by former First Lady Michelle Obama that chronicles her life from childhood through her years in the White House and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Becoming Target entity description: "Becoming" is a bestselling memoir by former First Lady Michelle Obama that chronicles her life from childhood through her years in the White House and beyond.
-
A.
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.
-
B.
A Promised Land
A Promised Land is a presidential memoir by Barack Obama that chronicles his early political career and first term in the White House.
-
C.
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.
-
D.
Dreams from My Father
Dreams from My Father is Barack Obama’s acclaimed memoir that explores his early life, family history, and search for identity across the United States, Kenya, and Indonesia.
-
E.
The Apprentice
The Apprentice is a reality television series in which contestants compete in business-related challenges for a chance to work for a high-profile executive.
- 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.