Triple
T16401295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Marshall Mathers LP |
E398311
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Bass Brothers
Bass Brothers are a production duo best known for their extensive work shaping Eminem’s early sound, including major contributions to his breakthrough albums.
|
E1212251
|
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: Bass Brothers | Statement: [The Marshall Mathers LP, producer, Bass Brothers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bass Brothers Context triple: [The Marshall Mathers LP, producer, Bass Brothers]
-
A.
Sam Minskoff and Sons
Sam Minskoff and Sons was a prominent New York real estate and theater-owning family firm associated with major Broadway venues.
-
B.
Wickersham Brothers
The Wickersham Brothers are a mischievous group of monkeys from Dr. Seuss’s Horton stories, known for causing trouble in the Jungle of Nool.
-
C.
Levitt & Sons
Levitt & Sons was a prominent American real estate development company best known for pioneering large-scale suburban housing communities in the mid-20th century.
-
D.
Sullivan & Son
Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
-
E.
J.W. Robinson Co.
J.W. Robinson Co. was a prominent Southern California department store chain known for its upscale merchandise and role in the region’s retail history.
- 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: Bass Brothers Triple: [The Marshall Mathers LP, producer, Bass Brothers]
Generated description
Bass Brothers are a production duo best known for their extensive work shaping Eminem’s early sound, including major contributions to his breakthrough albums.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bass Brothers Target entity description: Bass Brothers are a production duo best known for their extensive work shaping Eminem’s early sound, including major contributions to his breakthrough albums.
-
A.
Sam Minskoff and Sons
Sam Minskoff and Sons was a prominent New York real estate and theater-owning family firm associated with major Broadway venues.
-
B.
Wickersham Brothers
The Wickersham Brothers are a mischievous group of monkeys from Dr. Seuss’s Horton stories, known for causing trouble in the Jungle of Nool.
-
C.
Levitt & Sons
Levitt & Sons was a prominent American real estate development company best known for pioneering large-scale suburban housing communities in the mid-20th century.
-
D.
Sullivan & Son
Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
-
E.
J.W. Robinson Co.
J.W. Robinson Co. was a prominent Southern California department store chain known for its upscale merchandise and role in the region’s retail history.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cfb2fc8190bbc2765247c4b4e4 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c5e7b4881908245228730a65876 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003e490bf0819093acd954a4cd9b0c |
completed | May 10, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003f1037408190a5edd4a5258b50c9 |
completed | May 10, 2026, 8:17 a.m. |
Created at: April 10, 2026, 5:09 a.m.