Triple
T376006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beyoncé |
E8374
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Knowles-Carter
Knowles-Carter is the hyphenated married surname of American singer Beyoncé, combining her maiden name Knowles with her husband Jay-Z’s surname Carter.
|
E48117
|
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: Knowles-Carter | Statement: [Beyoncé, familyName, Knowles-Carter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knowles-Carter Context triple: [Beyoncé, familyName, Knowles-Carter]
-
A.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
-
B.
Brandy Rayana Norwood
Brandy Rayana Norwood is an American singer, songwriter, and actress known for her influential R&B music career and starring role in the sitcom "Moesha."
-
C.
Jarma Lewis
Jarma Lewis was an American film and television actress active in the 1950s, known for her supporting roles in Hollywood productions.
-
D.
Esti Maxine Stephens
Esti Maxine Stephens is the daughter of model and television personality Chrissy Teigen and musician John Legend.
-
E.
Marion Robertson
Marion Robertson was the wife of Canadian medical scientist and Nobel laureate Frederick Banting, known for her connection to his pioneering work on insulin.
- 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: Knowles-Carter Triple: [Beyoncé, familyName, Knowles-Carter]
Generated description
Knowles-Carter is the hyphenated married surname of American singer Beyoncé, combining her maiden name Knowles with her husband Jay-Z’s surname Carter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knowles-Carter Target entity description: Knowles-Carter is the hyphenated married surname of American singer Beyoncé, combining her maiden name Knowles with her husband Jay-Z’s surname Carter.
-
A.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
-
B.
Brandy Rayana Norwood
Brandy Rayana Norwood is an American singer, songwriter, and actress known for her influential R&B music career and starring role in the sitcom "Moesha."
-
C.
Jarma Lewis
Jarma Lewis was an American film and television actress active in the 1950s, known for her supporting roles in Hollywood productions.
-
D.
Esti Maxine Stephens
Esti Maxine Stephens is the daughter of model and television personality Chrissy Teigen and musician John Legend.
-
E.
Marion Robertson
Marion Robertson was the wife of Canadian medical scientist and Nobel laureate Frederick Banting, known for her connection to his pioneering work on insulin.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec169a848190a577aa093c878839 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fafca1dc8190ba8f1cdec0ba337d |
completed | March 1, 2026, 8:38 a.m. |
| NEDg | Description generation | batch_69a3fb9968ec819088e3832b1902349e |
completed | March 1, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3fbba4e0c8190858aeab66332490d |
completed | March 1, 2026, 8:41 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.