Triple
T11818080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randy Ambrosie |
E281053
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
AGF Management Limited
AGF Management Limited is a Canadian investment management firm that provides a range of asset management and financial services to individual and institutional investors.
|
E948154
|
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: AGF Management Limited | Statement: [Randy Ambrosie, employer, AGF Management Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AGF Management Limited Context triple: [Randy Ambrosie, employer, AGF Management Limited]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
El Music Group
El Music Group is an independent record label best known for releasing music by the American rock band Collective Soul.
-
E.
Aphilliates Music Group
Aphilliates Music Group is a hip-hop-focused record label and production company associated with DJ Drama and the Aphilliates crew, known for producing and promoting rap and R&B artists.
- 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: AGF Management Limited Triple: [Randy Ambrosie, employer, AGF Management Limited]
Generated description
AGF Management Limited is a Canadian investment management firm that provides a range of asset management and financial services to individual and institutional investors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AGF Management Limited Target entity description: AGF Management Limited is a Canadian investment management firm that provides a range of asset management and financial services to individual and institutional investors.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
El Music Group
El Music Group is an independent record label best known for releasing music by the American rock band Collective Soul.
-
E.
Aphilliates Music Group
Aphilliates Music Group is a hip-hop-focused record label and production company associated with DJ Drama and the Aphilliates crew, known for producing and promoting rap and R&B artists.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5e760988190b50d13bba5ef5b43 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131cbf9708190ba8394fb3508b975 |
completed | April 28, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69f14e8a1b788190a1704d6e102342e3 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f15715a1588190ba0ec21647adc57c |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.