Triple
T4458465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soul Train |
E98190
|
entity |
| Predicate | presenter |
P83
|
FINISHED |
| Object |
A.J. Johnson
A.J. Johnson is an American television personality and actor best known for co-hosting the iconic music and dance show "Soul Train."
|
E442929
|
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: A.J. Johnson | Statement: [Soul Train, presenter, A.J. Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A.J. Johnson Context triple: [Soul Train, presenter, A.J. Johnson]
-
A.
Marcell Johnson
Marcell Johnson is the son of acclaimed American actress Taraji P. Henson and has occasionally appeared in film and television projects.
-
B.
Jesse Johnson
Jesse Johnson is an American music producer best known for his work with the early-2000s boy band Dream Street.
-
C.
Derrick Johnson
Derrick Johnson is an American civil rights activist and attorney who serves as the president and CEO of the NAACP.
-
D.
Wesley Johnson
Wesley Johnson is an American former professional basketball player and standout collegiate forward who gained national attention during his All-American season at Syracuse University before being selected fourth overall in the 2010 NBA Draft.
-
E.
Cavalier Johnson
Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
- 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: A.J. Johnson Triple: [Soul Train, presenter, A.J. Johnson]
Generated description
A.J. Johnson is an American television personality and actor best known for co-hosting the iconic music and dance show "Soul Train."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A.J. Johnson Target entity description: A.J. Johnson is an American television personality and actor best known for co-hosting the iconic music and dance show "Soul Train."
-
A.
Marcell Johnson
Marcell Johnson is the son of acclaimed American actress Taraji P. Henson and has occasionally appeared in film and television projects.
-
B.
Jesse Johnson
Jesse Johnson is an American music producer best known for his work with the early-2000s boy band Dream Street.
-
C.
Derrick Johnson
Derrick Johnson is an American civil rights activist and attorney who serves as the president and CEO of the NAACP.
-
D.
Wesley Johnson
Wesley Johnson is an American former professional basketball player and standout collegiate forward who gained national attention during his All-American season at Syracuse University before being selected fourth overall in the 2010 NBA Draft.
-
E.
Cavalier Johnson
Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3564485688190a0d49fdccf8724be |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6282ea6308190b726a9f8176d4d1b |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b629532cac8190b959adc0ef13305a |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62d9c287c8190a305f9d21517f913 |
completed | March 15, 2026, 3:55 a.m. |
Created at: March 12, 2026, 11:33 p.m.