Triple
T3353152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaka |
E70542
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Joe Mardin
Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
|
E352067
|
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: Joe Mardin | Statement: [Chaka, producer, Joe Mardin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Mardin Context triple: [Chaka, producer, Joe Mardin]
-
A.
Barry Mann
Barry Mann is an American songwriter and musician best known for his prolific Brill Building pop hits, often written with his wife and collaborator Cynthia Weil.
-
B.
Jerry Livingston
Jerry Livingston was an American songwriter and composer best known for his popular film and pop standards, including work on classic Disney songs.
-
C.
Neal Hefti
Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
-
D.
Bob Thiele
Bob Thiele was an American record producer and songwriter best known for co-writing the classic Louis Armstrong hit "What a Wonderful World."
-
E.
Gerry Goffin
Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
- 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: Joe Mardin Triple: [Chaka, producer, Joe Mardin]
Generated description
Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Mardin Target entity description: Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
-
A.
Barry Mann
Barry Mann is an American songwriter and musician best known for his prolific Brill Building pop hits, often written with his wife and collaborator Cynthia Weil.
-
B.
Jerry Livingston
Jerry Livingston was an American songwriter and composer best known for his popular film and pop standards, including work on classic Disney songs.
-
C.
Neal Hefti
Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
-
D.
Bob Thiele
Bob Thiele was an American record producer and songwriter best known for co-writing the classic Louis Armstrong hit "What a Wonderful World."
-
E.
Gerry Goffin
Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
- 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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb23ec53881908a04c7f784fe8c43 |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b32532ebd08190bf174d72fba89a75 |
completed | March 12, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69b328f5e6ac8190935f88e2b7307147 |
completed | March 12, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b32ca6aa4481908b044b07b6d2e529 |
completed | March 12, 2026, 9:14 p.m. |
Created at: March 8, 2026, 3:13 p.m.