Triple
T16228827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Out for Justice |
E393925
|
entity |
| Predicate | antagonist |
P4675
|
FINISHED |
| Object |
Richie Madano
Richie Madano is the ruthless Brooklyn mobster and primary villain in the 1991 Steven Seagal action film "Out for Justice."
|
E1200877
|
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: Richie Madano | Statement: [Out for Justice, antagonist, Richie Madano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richie Madano Context triple: [Out for Justice, antagonist, Richie Madano]
-
A.
Ritchie Diaz
Ritchie Diaz is a fictional character portrayed by actor Trevor Gagnon, likely appearing in a film or television production.
-
B.
Johnny Madrid
Johnny Madrid is a notorious outlaw gunslinger who becomes entangled with vampires in the horror Western film "From Dusk Till Dawn 3: The Hangman's Daughter."
-
C.
Jose Rios
Jose Rios is a guitarist and producer best known as a member of the soul and R&B band Free Nationals, frequently associated with Anderson .Paak.
-
D.
Gary Mendez
Gary Mendez is a central character in the drama series "A Million Little Things," known for his humor, loyalty, and struggles with personal trauma and relationships within a close-knit group of friends.
-
E.
Bardo Martinez
Bardo Martinez is a musician best known as the lead vocalist and keyboardist of the Los Angeles-based psychedelic soul band Chicano Batman.
- 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: Richie Madano Triple: [Out for Justice, antagonist, Richie Madano]
Generated description
Richie Madano is the ruthless Brooklyn mobster and primary villain in the 1991 Steven Seagal action film "Out for Justice."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richie Madano Target entity description: Richie Madano is the ruthless Brooklyn mobster and primary villain in the 1991 Steven Seagal action film "Out for Justice."
-
A.
Ritchie Diaz
Ritchie Diaz is a fictional character portrayed by actor Trevor Gagnon, likely appearing in a film or television production.
-
B.
Johnny Madrid
Johnny Madrid is a notorious outlaw gunslinger who becomes entangled with vampires in the horror Western film "From Dusk Till Dawn 3: The Hangman's Daughter."
-
C.
Jose Rios
Jose Rios is a guitarist and producer best known as a member of the soul and R&B band Free Nationals, frequently associated with Anderson .Paak.
-
D.
Gary Mendez
Gary Mendez is a central character in the drama series "A Million Little Things," known for his humor, loyalty, and struggles with personal trauma and relationships within a close-knit group of friends.
-
E.
Bardo Martinez
Bardo Martinez is a musician best known as the lead vocalist and keyboardist of the Los Angeles-based psychedelic soul band Chicano Batman.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2889688190ac04e4e9479cabf4 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079e83f08190a260751fd8b55eef |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a00089a498c819092685d13f975e7cd |
completed | May 10, 2026, 4:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0009042b288190b3a756354c04dfd3 |
completed | May 10, 2026, 4:26 a.m. |
Created at: April 10, 2026, 5:03 a.m.