Triple
T5524295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luciano Berio |
E144884
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Swingle Singers
The Swingle Singers are a renowned vocal ensemble known for their innovative a cappella arrangements that blend classical music, jazz, and pop.
|
E528591
|
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: Swingle Singers | Statement: [Luciano Berio, collaboratedWith, Swingle Singers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swingle Singers Context triple: [Luciano Berio, collaboratedWith, Swingle Singers]
-
A.
Hootenanny Singers
Hootenanny Singers were a Swedish folk group from the 1960s best known for featuring future ABBA member Björn Ulvaeus.
-
B.
The Drinkard Singers
The Drinkard Singers were an influential American gospel group from Newark, New Jersey, known for their powerful harmonies and for launching the careers of several prominent soul and gospel artists.
-
C.
Freedom Singers
Freedom Singers were a vocal group associated with the Student Nonviolent Coordinating Committee (SNCC) that used music to support and galvanize the U.S. civil rights movement in the 1960s.
-
D.
King Cole Trio
The King Cole Trio was a pioneering jazz and pop group led by pianist and vocalist Nat King Cole that helped popularize the piano-guitar-bass trio format in the 1940s.
-
E.
The Anita Kerr Singers
The Anita Kerr Singers were an influential vocal ensemble led by arranger Anita Kerr, renowned for their smooth harmonies and studio work that helped shape mid-20th-century American popular and country 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: Swingle Singers Triple: [Luciano Berio, collaboratedWith, Swingle Singers]
Generated description
The Swingle Singers are a renowned vocal ensemble known for their innovative a cappella arrangements that blend classical music, jazz, and pop.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swingle Singers Target entity description: The Swingle Singers are a renowned vocal ensemble known for their innovative a cappella arrangements that blend classical music, jazz, and pop.
-
A.
Hootenanny Singers
Hootenanny Singers were a Swedish folk group from the 1960s best known for featuring future ABBA member Björn Ulvaeus.
-
B.
The Drinkard Singers
The Drinkard Singers were an influential American gospel group from Newark, New Jersey, known for their powerful harmonies and for launching the careers of several prominent soul and gospel artists.
-
C.
Freedom Singers
Freedom Singers were a vocal group associated with the Student Nonviolent Coordinating Committee (SNCC) that used music to support and galvanize the U.S. civil rights movement in the 1960s.
-
D.
King Cole Trio
The King Cole Trio was a pioneering jazz and pop group led by pianist and vocalist Nat King Cole that helped popularize the piano-guitar-bass trio format in the 1940s.
-
E.
The Anita Kerr Singers
The Anita Kerr Singers were an influential vocal ensemble led by arranger Anita Kerr, renowned for their smooth harmonies and studio work that helped shape mid-20th-century American popular and country 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f85c8508190a0a089402b49a04f |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027f6aa1c8190b639c317c7d60f64 |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c033dc91e08190888fb6e94027fbdb |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03460b21481908b78aa4bdc989d2c |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:34 p.m.