Triple
T17172592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khujo |
E416773
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Willie Edward Knighton Jr.
Willie Edward Knighton Jr. is an American rapper better known by his stage name Khujo, a member of the hip hop group Goodie Mob and part of the Dungeon Family collective.
|
E1253341
|
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: Willie Edward Knighton Jr. | Statement: [Khujo, birthName, Willie Edward Knighton Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willie Edward Knighton Jr. Context triple: [Khujo, birthName, Willie Edward Knighton Jr.]
-
A.
Willie Williams
Willie Williams is a renowned show designer and lighting director best known for his innovative work on major concert tours, particularly with the rock band U2.
-
B.
Willie Williams
Willie Williams is an American singer best known for his work with the pop and R&B vocal group The 5th Dimension.
-
C.
Merald "Bubba" Knight
Merald "Bubba" Knight is an American R&B and soul singer best known as a founding member and male lead of the legendary vocal group Gladys Knight & the Pips.
-
D.
Jamaal Wilkes
Jamaal Wilkes is a Hall of Fame American basketball player best known for his smooth scoring and key role on multiple NBA championship teams, particularly with the Los Angeles Lakers.
-
E.
Verdell Mathis
Verdell Mathis was a standout pitcher in Negro league baseball, best known for his years with the Memphis Red Sox in the 1930s and 1940s.
- 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: Willie Edward Knighton Jr. Triple: [Khujo, birthName, Willie Edward Knighton Jr.]
Generated description
Willie Edward Knighton Jr. is an American rapper better known by his stage name Khujo, a member of the hip hop group Goodie Mob and part of the Dungeon Family collective.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willie Edward Knighton Jr. Target entity description: Willie Edward Knighton Jr. is an American rapper better known by his stage name Khujo, a member of the hip hop group Goodie Mob and part of the Dungeon Family collective.
-
A.
Willie Williams
Willie Williams is a renowned show designer and lighting director best known for his innovative work on major concert tours, particularly with the rock band U2.
-
B.
Willie Williams
Willie Williams is an American singer best known for his work with the pop and R&B vocal group The 5th Dimension.
-
C.
Merald "Bubba" Knight
Merald "Bubba" Knight is an American R&B and soul singer best known as a founding member and male lead of the legendary vocal group Gladys Knight & the Pips.
-
D.
Jamaal Wilkes
Jamaal Wilkes is a Hall of Fame American basketball player best known for his smooth scoring and key role on multiple NBA championship teams, particularly with the Los Angeles Lakers.
-
E.
Verdell Mathis
Verdell Mathis was a standout pitcher in Negro league baseball, best known for his years with the Memphis Red Sox in the 1930s and 1940s.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0ac22481909e992bb3a6ba36ad |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148415c788190a4248b097f323d03 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a0148efb45081908734c785d8fb833a |
completed | May 11, 2026, 3:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01495631588190a0670ca71dee7b36 |
completed | May 11, 2026, 3:13 a.m. |
Created at: April 10, 2026, 5:37 a.m.