Triple
T1657794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madam C. J. Walker |
E35838
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Louvenia Breedlove
Louvenia Breedlove was the sister of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
|
E260656
|
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: Louvenia Breedlove | Statement: [Madam C. J. Walker, sibling, Louvenia Breedlove]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louvenia Breedlove Context triple: [Madam C. J. Walker, sibling, Louvenia Breedlove]
-
A.
Josephine Stovall
Josephine Stovall was the wife of James V. Forrestal, the first United States Secretary of Defense.
-
B.
Leontine Drinkard
Leontine Drinkard was a member of the prominent Warwick–Houston musical family, known as the matriarchal lineage behind singers like Cissy Houston and Whitney Houston.
-
C.
Henrietta Thompson
Henrietta Thompson was the mother of British Army officer General James Wolfe, famed for his victory at the Battle of the Plains of Abraham during the Seven Years' War.
-
D.
Mary McBride Smith
Mary McBride Smith was the wife of renowned American film director John Ford.
-
E.
Lucille Wilson
Lucille Wilson was the fourth wife of jazz legend Louis Armstrong, known for her long marriage to him and for preserving and promoting his legacy.
- 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: Louvenia Breedlove Triple: [Madam C. J. Walker, sibling, Louvenia Breedlove]
Generated description
Louvenia Breedlove was the sister of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louvenia Breedlove Target entity description: Louvenia Breedlove was the sister of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
-
A.
Josephine Stovall
Josephine Stovall was the wife of James V. Forrestal, the first United States Secretary of Defense.
-
B.
Leontine Drinkard
Leontine Drinkard was a member of the prominent Warwick–Houston musical family, known as the matriarchal lineage behind singers like Cissy Houston and Whitney Houston.
-
C.
Henrietta Thompson
Henrietta Thompson was the mother of British Army officer General James Wolfe, famed for his victory at the Battle of the Plains of Abraham during the Seven Years' War.
-
D.
Mary McBride Smith
Mary McBride Smith was the wife of renowned American film director John Ford.
-
E.
Lucille Wilson
Lucille Wilson was the fourth wife of jazz legend Louis Armstrong, known for her long marriage to him and for preserving and promoting his legacy.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8d85f08190a50ade3f443b7703 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea82cd9748190ac82c7221455b2d5 |
completed | March 9, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69aeab510c908190b5c53ce49d18b880 |
completed | March 9, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeac08f5248190893b5d378fde2836 |
completed | March 9, 2026, 11:16 a.m. |
Created at: March 4, 2026, 7:29 p.m.