Triple

T8758380
Position Surface form Disambiguated ID Type / Status
Subject Air America Radio E208129 entity
Predicate notableHost P5272 FINISHED
Object Randi Rhodes
Randi Rhodes is a progressive talk radio host best known for her outspoken, left-leaning political commentary and national prominence during the 2000s.
 E755564 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: Randi Rhodes | Statement: [Air America Radio, notableHost, Randi Rhodes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randi Rhodes
Context triple: [Air America Radio, notableHost, Randi Rhodes]
  • A. Cynthia Rhodes
    Cynthia Rhodes is an American actress, singer, and dancer best known for her roles in 1980s films such as "Flashdance," "Staying Alive," and "Dirty Dancing."
  • B. Kelli Rhoads
    Kelli Rhoads is a musician best known for her association with the American glam metal band Ratt.
  • C. Kimberly Reese
    Kimberly Reese is a diligent, ambitious college student and close friend of Whitley Gilbert on the sitcom "A Different World," known for her academic drive and grounded personality.
  • D. Kristin Shepard
    Kristin Shepard is a fictional character from the television series "Dallas," best known for shooting J.R. Ewing in one of TV's most famous cliffhangers.
  • E. Renee Ribble
    Renee Ribble is a musician best known as a member of the alternative rock band Concrete Blonde.
  • 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: Randi Rhodes
Triple: [Air America Radio, notableHost, Randi Rhodes]
Generated description
Randi Rhodes is a progressive talk radio host best known for her outspoken, left-leaning political commentary and national prominence during the 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randi Rhodes
Target entity description: Randi Rhodes is a progressive talk radio host best known for her outspoken, left-leaning political commentary and national prominence during the 2000s.
  • A. Cynthia Rhodes
    Cynthia Rhodes is an American actress, singer, and dancer best known for her roles in 1980s films such as "Flashdance," "Staying Alive," and "Dirty Dancing."
  • B. Kelli Rhoads
    Kelli Rhoads is a musician best known for her association with the American glam metal band Ratt.
  • C. Kimberly Reese
    Kimberly Reese is a diligent, ambitious college student and close friend of Whitley Gilbert on the sitcom "A Different World," known for her academic drive and grounded personality.
  • D. Kristin Shepard
    Kristin Shepard is a fictional character from the television series "Dallas," best known for shooting J.R. Ewing in one of TV's most famous cliffhangers.
  • E. Renee Ribble
    Renee Ribble is a musician best known as a member of the alternative rock band Concrete Blonde.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddc2d9c81908948aee2b956cce4 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf434232d08190bfee6f5ec1c0b5a6 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf4569352c819089745287789d0b70 completed April 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf45d053248190b7f7a5e2646d31b4 completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:40 p.m.