Triple
T9134399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Famous Flames |
E219165
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Lloyd Stallworth
Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
|
E780536
|
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: Lloyd Stallworth | Statement: [The Famous Flames, notableMember, Lloyd Stallworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloyd Stallworth Context triple: [The Famous Flames, notableMember, Lloyd Stallworth]
-
A.
William Post Jr.
William Post Jr. was an American character actor active in the mid-20th century, known for his supporting roles in films and early television, including appearances in mystery and crime dramas.
-
B.
John R. Hodge
John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
-
C.
John Stallworth
John Stallworth is a Pro Football Hall of Fame wide receiver renowned for his key role in the Pittsburgh Steelers' 1970s dynasty and multiple Super Bowl victories.
-
D.
Leroy Hicks
Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
-
E.
Robert Lawrence
Robert Lawrence was a film editor best known for his work on major Hollywood productions, including the historical epic "Spartacus" (1960).
- 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: Lloyd Stallworth Triple: [The Famous Flames, notableMember, Lloyd Stallworth]
Generated description
Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloyd Stallworth Target entity description: Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
-
A.
William Post Jr.
William Post Jr. was an American character actor active in the mid-20th century, known for his supporting roles in films and early television, including appearances in mystery and crime dramas.
-
B.
John R. Hodge
John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
-
C.
John Stallworth
John Stallworth is a Pro Football Hall of Fame wide receiver renowned for his key role in the Pittsburgh Steelers' 1970s dynasty and multiple Super Bowl victories.
-
D.
Leroy Hicks
Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
-
E.
Robert Lawrence
Robert Lawrence was a film editor best known for his work on major Hollywood productions, including the historical epic "Spartacus" (1960).
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8de0dec8190978c80b9ec8bf25c |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047efc5e48190bc8c4a7e865faef9 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d04935d4e88190acb4d65a2dc2bc8a |
completed | April 3, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049e6c4cc81909e08b5aaed9a88dc |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:18 p.m.