Triple
T12449257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Rhoades |
E297485
|
entity |
| Predicate | mainAntagonistOf |
P4675
|
FINISHED |
| Object |
Bobby Axelrod
Bobby Axelrod is a brilliant, ruthless hedge fund billionaire and central antihero of the television series "Billions," known for his high-stakes financial maneuvers and clashes with the legal system.
|
E984050
|
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: Bobby Axelrod | Statement: [Chuck Rhoades, mainAntagonistOf, Bobby Axelrod]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Axelrod Context triple: [Chuck Rhoades, mainAntagonistOf, Bobby Axelrod]
-
A.
Bobby Cohen
Bobby Cohen is a film producer known for his work on notable movies including the drama "Revolutionary Road."
-
B.
Barry Markowitz
Barry Markowitz is an American cinematographer best known for his work on the film "Sling Blade" and other character-driven dramas.
-
C.
Greg Hoblit
Greg Hoblit is an American film and television director and producer known for his work on acclaimed series like "Hill Street Blues" and films such as "Primal Fear" and "Frequency."
-
D.
Sam Minskoff
Sam Minskoff was a businessman best known as the founder of the real estate and construction firm Sam Minskoff and Sons.
-
E.
Josh Astrachan
Josh Astrachan is a film producer best known for his work on acclaimed independent and prestige films, including the ensemble mystery drama "Gosford Park."
- 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: Bobby Axelrod Triple: [Chuck Rhoades, mainAntagonistOf, Bobby Axelrod]
Generated description
Bobby Axelrod is a brilliant, ruthless hedge fund billionaire and central antihero of the television series "Billions," known for his high-stakes financial maneuvers and clashes with the legal system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Axelrod Target entity description: Bobby Axelrod is a brilliant, ruthless hedge fund billionaire and central antihero of the television series "Billions," known for his high-stakes financial maneuvers and clashes with the legal system.
-
A.
Bobby Cohen
Bobby Cohen is a film producer known for his work on notable movies including the drama "Revolutionary Road."
-
B.
Barry Markowitz
Barry Markowitz is an American cinematographer best known for his work on the film "Sling Blade" and other character-driven dramas.
-
C.
Greg Hoblit
Greg Hoblit is an American film and television director and producer known for his work on acclaimed series like "Hill Street Blues" and films such as "Primal Fear" and "Frequency."
-
D.
Sam Minskoff
Sam Minskoff was a businessman best known as the founder of the real estate and construction firm Sam Minskoff and Sons.
-
E.
Josh Astrachan
Josh Astrachan is a film producer best known for his work on acclaimed independent and prestige films, including the ensemble mystery drama "Gosford Park."
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d9e592c81908cf7f3ca170d942c |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1501448190b0a95d7cd249ca9d |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f640ef7dd08190bf78d04cffac1a44 |
completed | May 2, 2026, 6:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641abe114819093d99a327f2220c2 |
completed | May 2, 2026, 6:25 p.m. |
Created at: April 8, 2026, 9:56 p.m.