Triple
T2755301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Four Tops |
E61085
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Levi Stubbs
Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
|
E296314
|
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: Levi Stubbs | Statement: [The Four Tops, member, Levi Stubbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Levi Stubbs Context triple: [The Four Tops, member, Levi Stubbs]
-
A.
David Ruffin
David Ruffin was an American soul singer best known as the charismatic lead vocalist of The Temptations during their classic Motown era, lending his voice to hits like "My Girl."
-
B.
Otis Williams
Otis Williams is an American baritone singer and founding member of the legendary Motown vocal group The Temptations.
-
C.
Dennis Edwards
Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
-
D.
Eddie Kendricks
Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
-
E.
Smokey Robinson
Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
- 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: Levi Stubbs Triple: [The Four Tops, member, Levi Stubbs]
Generated description
Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Levi Stubbs Target entity description: Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
-
A.
David Ruffin
David Ruffin was an American soul singer best known as the charismatic lead vocalist of The Temptations during their classic Motown era, lending his voice to hits like "My Girl."
-
B.
Otis Williams
Otis Williams is an American baritone singer and founding member of the legendary Motown vocal group The Temptations.
-
C.
Dennis Edwards
Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
-
D.
Eddie Kendricks
Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
-
E.
Smokey Robinson
Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
- 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_69ab4b7a85bc819094a349b84beb1f2c |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb718f4c8190bfc34c6597163ebc |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc040c5f08190898e81938afe6884 |
completed | March 10, 2026, 6:54 a.m. |
| NEDg | Description generation | batch_69afc0c3db88819094cb835ce9401f03 |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1213c008190beb7e65eadc97ed5 |
completed | March 10, 2026, 6:58 a.m. |
Created at: March 6, 2026, 9:56 p.m.