Triple

T22085637
Position Surface form Disambiguated ID Type / Status
Subject The Singing Vagabond E545763 entity
Predicate castMember P1668 FINISHED
Object Julian Rivero
Julian Rivero was an American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1950s, often portraying ethnic or comic side characters.
 E1517653 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: Julian Rivero | Statement: [The Singing Vagabond, castMember, Julian Rivero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Julian Rivero
Context triple: [The Singing Vagabond, castMember, Julian Rivero]
  • A. Giovanni Rivera
    Giovanni "Gianni" Rivera is a legendary Italian attacking midfielder, best known for his long and successful career with AC Milan and for winning the Ballon d'Or in 1969.
  • B. Ryan Agoncillo
    Ryan Agoncillo is a Filipino actor, television host, and model best known for his work on popular variety and talk shows in the Philippines.
  • C. Daniel Salazar
    Daniel Salazar is a hardened, resourceful former Salvadoran soldier and barber who becomes a key survivor in the television series "Fear the Walking Dead."
  • D. Felix Solis
    Felix Solis is an American actor and director best known for his intense character roles in television dramas and crime series.
  • E. Rey Robles
    Rey Robles is a character in Don DeLillo’s novel *The Body Artist*, involved in the story’s exploration of identity, memory, and the uncanny.
  • 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: Julian Rivero
Triple: [The Singing Vagabond, castMember, Julian Rivero]
Generated description
Julian Rivero was an American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1950s, often portraying ethnic or comic side characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Julian Rivero
Target entity description: Julian Rivero was an American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1950s, often portraying ethnic or comic side characters.
  • A. Giovanni Rivera
    Giovanni "Gianni" Rivera is a legendary Italian attacking midfielder, best known for his long and successful career with AC Milan and for winning the Ballon d'Or in 1969.
  • B. Ryan Agoncillo
    Ryan Agoncillo is a Filipino actor, television host, and model best known for his work on popular variety and talk shows in the Philippines.
  • C. Daniel Salazar
    Daniel Salazar is a hardened, resourceful former Salvadoran soldier and barber who becomes a key survivor in the television series "Fear the Walking Dead."
  • D. Felix Solis
    Felix Solis is an American actor and director best known for his intense character roles in television dramas and crime series.
  • E. Rey Robles
    Rey Robles is a character in Don DeLillo’s novel *The Body Artist*, involved in the story’s exploration of identity, memory, and the uncanny.
  • 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_69e11e3523488190badd54b5d580c00d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128ba24ac819082fc4aa274553481 completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a87962f50819091a8fbf791a2b05b completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a883da38881909b5379f784c89d65 completed May 18, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0a889757c88190adfc0b5e9ac13ec5 completed May 18, 2026, 3:33 a.m.
Created at: April 16, 2026, 8:29 p.m.