Triple
T7868599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gladys Knight & the Pips |
E182679
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Langston George
Langston George was an early member of the legendary soul and R&B group Gladys Knight & the Pips before the group achieved its greatest commercial success.
|
E701411
|
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: Langston George | Statement: [Gladys Knight & the Pips, hasFormerMember, Langston George]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langston George Context triple: [Gladys Knight & the Pips, hasFormerMember, Langston George]
-
A.
Horace McCoy
Horace McCoy was an American novelist and screenwriter best known for his hardboiled crime fiction, including the classic novel "They Shoot Horses, Don't They?".
-
B.
Leroy Logan
Leroy Logan is a prominent Black British former Metropolitan Police officer and founding member of the Black Police Association, known for challenging institutional racism within UK policing.
-
C.
George DuBose
George DuBose is an American music photographer and album cover designer known for his influential work with punk, new wave, and hip-hop artists.
-
D.
Carvin Haggins
Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
-
E.
Louis Gaines
Louis Gaines is a fictional character in the film "The Butler," portrayed as the politically active son of White House butler Cecil Gaines, whose civil rights activism contrasts with his father's more reserved approach to racial injustice.
- 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: Langston George Triple: [Gladys Knight & the Pips, hasFormerMember, Langston George]
Generated description
Langston George was an early member of the legendary soul and R&B group Gladys Knight & the Pips before the group achieved its greatest commercial success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langston George Target entity description: Langston George was an early member of the legendary soul and R&B group Gladys Knight & the Pips before the group achieved its greatest commercial success.
-
A.
Horace McCoy
Horace McCoy was an American novelist and screenwriter best known for his hardboiled crime fiction, including the classic novel "They Shoot Horses, Don't They?".
-
B.
Leroy Logan
Leroy Logan is a prominent Black British former Metropolitan Police officer and founding member of the Black Police Association, known for challenging institutional racism within UK policing.
-
C.
George DuBose
George DuBose is an American music photographer and album cover designer known for his influential work with punk, new wave, and hip-hop artists.
-
D.
Carvin Haggins
Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
-
E.
Louis Gaines
Louis Gaines is a fictional character in the film "The Butler," portrayed as the politically active son of White House butler Cecil Gaines, whose civil rights activism contrasts with his father's more reserved approach to racial injustice.
- 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_69ca82894d9081908a832bfce71a4714 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3847c7fc819098e32b6548943da7 |
completed | March 31, 2026, 2:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b60b3b08190832837bacb8ce965 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb7630b8908190a0b8f4856bceea0a |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbfb894588190971ade076acdbd5c |
completed | March 31, 2026, 12:36 p.m. |
Created at: March 30, 2026, 4:55 p.m.