Triple
T16401315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Marshall Mathers LP |
E398311
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Steve Berman
Steve Berman is a recurring comedic skit character (based on a real Interscope Records executive) who appears on several of Eminem’s albums, notably "The Marshall Mathers LP."
|
E1212261
|
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: Steve Berman | Statement: [The Marshall Mathers LP, hasPart, Steve Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Berman Context triple: [The Marshall Mathers LP, hasPart, Steve Berman]
-
A.
Steve Berman
Steve Berman is a computer scientist and entrepreneur best known as a co-founder of the pioneering artificial intelligence company Symbolics.
-
B.
Michael Greenberg
Michael Greenberg is an American businessman best known as the co-founder and longtime executive leader of the global footwear company Skechers.
-
C.
Michael Greenberg
Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
-
D.
Richard Klausner
Richard Klausner is an American physician-scientist and biotech executive best known for his leadership in cancer research and for co-founding multiple cutting-edge biotechnology companies.
-
E.
Andrew Kreisberg
Andrew Kreisberg is an American television writer and producer best known for his work on superhero series within the Arrowverse, including The Flash.
- 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: Steve Berman Triple: [The Marshall Mathers LP, hasPart, Steve Berman]
Generated description
Steve Berman is a recurring comedic skit character (based on a real Interscope Records executive) who appears on several of Eminem’s albums, notably "The Marshall Mathers LP."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Berman Target entity description: Steve Berman is a recurring comedic skit character (based on a real Interscope Records executive) who appears on several of Eminem’s albums, notably "The Marshall Mathers LP."
-
A.
Steve Berman
Steve Berman is a computer scientist and entrepreneur best known as a co-founder of the pioneering artificial intelligence company Symbolics.
-
B.
Michael Greenberg
Michael Greenberg is an American businessman best known as the co-founder and longtime executive leader of the global footwear company Skechers.
-
C.
Michael Greenberg
Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
-
D.
Richard Klausner
Richard Klausner is an American physician-scientist and biotech executive best known for his leadership in cancer research and for co-founding multiple cutting-edge biotechnology companies.
-
E.
Andrew Kreisberg
Andrew Kreisberg is an American television writer and producer best known for his work on superhero series within the Arrowverse, including The Flash.
- 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.