Triple

T12768461
Position Surface form Disambiguated ID Type / Status
Subject A Better Life E305183 entity
Predicate starredActor P5563 FINISHED
Object Bobby Soto
Bobby Soto is an American actor best known for his leading roles in contemporary Los Angeles–set dramas and crime films, including collaborations with director David Ayer.
E1055907 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 Soto | Statement: [A Better Life, starredActor, Bobby Soto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby Soto
Context triple: [A Better Life, starredActor, Bobby Soto]
  • A. Jorge Romo
    Jorge Romo is a notable individual recognized for achievements significant enough to be associated with the surname Romo.
  • B. Bobby Valentín
    Bobby Valentín is a renowned Puerto Rican bassist, bandleader, and arranger celebrated for his influential contributions to salsa and Latin jazz.
  • C. Jock Soto
    Jock Soto is a renowned former principal dancer with the New York City Ballet, celebrated for his musicality, partnering skills, and long career interpreting works by major contemporary choreographers.
  • D. Francisco Sandoval
    Francisco Sandoval was a historical figure of regional importance in New Mexico, honored as the namesake of Sandoval County.
  • E. Felipe Baca
    Felipe Baca was a prominent 19th-century settler and rancher in what is now southeastern Colorado, recognized as an early community leader whose legacy is commemorated in the naming of Baca County.
  • 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 Soto
Triple: [A Better Life, starredActor, Bobby Soto]
Generated description
Bobby Soto is an American actor best known for his leading roles in contemporary Los Angeles–set dramas and crime films, including collaborations with director David Ayer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby Soto
Target entity description: Bobby Soto is an American actor best known for his leading roles in contemporary Los Angeles–set dramas and crime films, including collaborations with director David Ayer.
  • A. Jorge Romo
    Jorge Romo is a notable individual recognized for achievements significant enough to be associated with the surname Romo.
  • B. Bobby Valentín
    Bobby Valentín is a renowned Puerto Rican bassist, bandleader, and arranger celebrated for his influential contributions to salsa and Latin jazz.
  • C. Jock Soto
    Jock Soto is a renowned former principal dancer with the New York City Ballet, celebrated for his musicality, partnering skills, and long career interpreting works by major contemporary choreographers.
  • D. Francisco Sandoval
    Francisco Sandoval was a historical figure of regional importance in New Mexico, honored as the namesake of Sandoval County.
  • E. Felipe Baca
    Felipe Baca was a prominent 19th-century settler and rancher in what is now southeastern Colorado, recognized as an early community leader whose legacy is commemorated in the naming of Baca County.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df3b2f88190b37b696400178795 completed April 10, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7941b62bc819082ddb1f48497ff3a completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 5:28 p.m.