Triple
T8133262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brandon Blackstock |
E189903
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Starstruck Management Group
Starstruck Management Group is an entertainment management company known for representing high-profile music artists and industry figures, including talent manager Brandon Blackstock.
|
E714061
|
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: Starstruck Management Group | Statement: [Brandon Blackstock, employer, Starstruck Management Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starstruck Management Group Context triple: [Brandon Blackstock, employer, Starstruck Management Group]
-
A.
United Talent Agency
United Talent Agency is a major Hollywood talent and entertainment agency representing actors, writers, directors, and other creative professionals across film, television, and related media.
-
B.
Creative Artists Agency
Creative Artists Agency is a leading Hollywood talent and sports agency known for representing high-profile actors, directors, musicians, and athletes worldwide.
-
C.
Brookwell McNamara Entertainment
Brookwell McNamara Entertainment is an American film and television production company known for family-oriented and inspirational projects, including the biographical drama "Soul Surfer."
-
D.
Portman Entertainment Group
Portman Entertainment Group is a film production company known for producing the 1999 drama "Sunshine."
-
E.
United Agents
United Agents is a prominent London-based talent agency representing actors, writers, directors, and other creatives across film, television, theatre, and publishing.
- 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: Starstruck Management Group Triple: [Brandon Blackstock, employer, Starstruck Management Group]
Generated description
Starstruck Management Group is an entertainment management company known for representing high-profile music artists and industry figures, including talent manager Brandon Blackstock.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Starstruck Management Group Target entity description: Starstruck Management Group is an entertainment management company known for representing high-profile music artists and industry figures, including talent manager Brandon Blackstock.
-
A.
United Talent Agency
United Talent Agency is a major Hollywood talent and entertainment agency representing actors, writers, directors, and other creative professionals across film, television, and related media.
-
B.
Creative Artists Agency
Creative Artists Agency is a leading Hollywood talent and sports agency known for representing high-profile actors, directors, musicians, and athletes worldwide.
-
C.
Brookwell McNamara Entertainment
Brookwell McNamara Entertainment is an American film and television production company known for family-oriented and inspirational projects, including the biographical drama "Soul Surfer."
-
D.
Portman Entertainment Group
Portman Entertainment Group is a film production company known for producing the 1999 drama "Sunshine."
-
E.
United Agents
United Agents is a prominent London-based talent agency representing actors, writers, directors, and other creatives across film, television, theatre, and publishing.
- 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_69ca82bcb4848190a9a9d036ad768642 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43ba98c881909c4b4c9cd25ad063 |
completed | March 31, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9488f0bc8190a4fdf6d021f54e13 |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c180188190a2d541e8ea9a4c57 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc970698f88190a0869515904e50e3 |
completed | April 1, 2026, 3:54 a.m. |
Created at: March 30, 2026, 5:35 p.m.