Triple

T16097946
Position Surface form Disambiguated ID Type / Status
Subject Hot Bench E390533 entity
Predicate judge P3169 FINISHED
Object Rachel Juarez
Rachel Juarez is a television court show judge best known for serving on the panel of the syndicated legal series "Hot Bench."
 E1194551 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: Rachel Juarez | Statement: [Hot Bench, judge, Rachel Juarez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rachel Juarez
Context triple: [Hot Bench, judge, Rachel Juarez]
  • A. Letty Ortiz
    Letty Ortiz is a skilled street racer, mechanic, and key member of Dominic Toretto’s crew in the Fast & Furious film franchise.
  • B. Raven Ramirez
    Raven Ramirez is a skilled hacker and cyber analyst who serves as a key member of the FBI's Cyber Crime Division in the television series CSI: Cyber.
  • C. Framber Valdez
    Framber Valdez is a Dominican left-handed starting pitcher in Major League Baseball, known for his ground-ball dominance and All-Star performance with the Houston Astros.
  • D. Angel Cruz
    Angel Cruz is a central character in Stephen Adly Guirgis’s play "Jesus Hopped the 'A' Train," a young inmate grappling with guilt, faith, and moral responsibility while awaiting trial on Rikers Island.
  • E. Rosa Diaz
    Rosa Diaz is a tough, enigmatic, and fiercely loyal NYPD detective known for her deadpan humor and intimidating presence on the sitcom "Brooklyn Nine-Nine."
  • 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: Rachel Juarez
Triple: [Hot Bench, judge, Rachel Juarez]
Generated description
Rachel Juarez is a television court show judge best known for serving on the panel of the syndicated legal series "Hot Bench."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rachel Juarez
Target entity description: Rachel Juarez is a television court show judge best known for serving on the panel of the syndicated legal series "Hot Bench."
  • A. Letty Ortiz
    Letty Ortiz is a skilled street racer, mechanic, and key member of Dominic Toretto’s crew in the Fast & Furious film franchise.
  • B. Raven Ramirez
    Raven Ramirez is a skilled hacker and cyber analyst who serves as a key member of the FBI's Cyber Crime Division in the television series CSI: Cyber.
  • C. Framber Valdez
    Framber Valdez is a Dominican left-handed starting pitcher in Major League Baseball, known for his ground-ball dominance and All-Star performance with the Houston Astros.
  • D. Angel Cruz
    Angel Cruz is a central character in Stephen Adly Guirgis’s play "Jesus Hopped the 'A' Train," a young inmate grappling with guilt, faith, and moral responsibility while awaiting trial on Rikers Island.
  • E. Rosa Diaz
    Rosa Diaz is a tough, enigmatic, and fiercely loyal NYPD detective known for her deadpan humor and intimidating presence on the sitcom "Brooklyn Nine-Nine."
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6551a48190afb7e0c61e22b541 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9b3e708190be822f7ed588c9da completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec7d0b188190805a471ed3a97eb5 completed May 10, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffed254d8c81909e0d86621c7792cb completed May 10, 2026, 2:27 a.m.
Created at: April 10, 2026, 4:59 a.m.