Triple
T1657779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madam C. J. Walker |
E35838
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Charles Joseph Walker
Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
|
E260655
|
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: Charles Joseph Walker | Statement: [Madam C. J. Walker, spouse, Charles Joseph Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Joseph Walker Context triple: [Madam C. J. Walker, spouse, Charles Joseph Walker]
-
A.
Thomas Barlow Walker
Thomas Barlow Walker was an American lumber baron, art collector, and philanthropist who founded the collection that became the Walker Art Center in Minneapolis.
-
B.
Arthur C. Walker Jr.
Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
-
C.
Cornelius Johnson
Cornelius Johnson was an American high jumper who won the gold medal at the 1936 Berlin Olympics, setting an Olympic record and challenging Nazi racial ideology.
-
D.
Henry Lyman Morehouse
Henry Lyman Morehouse was a 19th-century American Baptist minister and educator whose advocacy for African American higher education led to a prominent historically Black college being named in his honor.
-
E.
Otis Campbell
Otis Campbell is the lovable, frequently inebriated town drunk of Mayberry on the classic American television series "The Andy Griffith Show."
- 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: Charles Joseph Walker Triple: [Madam C. J. Walker, spouse, Charles Joseph Walker]
Generated description
Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Joseph Walker Target entity description: Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
-
A.
Thomas Barlow Walker
Thomas Barlow Walker was an American lumber baron, art collector, and philanthropist who founded the collection that became the Walker Art Center in Minneapolis.
-
B.
Arthur C. Walker Jr.
Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
-
C.
Cornelius Johnson
Cornelius Johnson was an American high jumper who won the gold medal at the 1936 Berlin Olympics, setting an Olympic record and challenging Nazi racial ideology.
-
D.
Henry Lyman Morehouse
Henry Lyman Morehouse was a 19th-century American Baptist minister and educator whose advocacy for African American higher education led to a prominent historically Black college being named in his honor.
-
E.
Otis Campbell
Otis Campbell is the lovable, frequently inebriated town drunk of Mayberry on the classic American television series "The Andy Griffith Show."
- 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.