Triple

T8758377
Position Surface form Disambiguated ID Type / Status
Subject Air America Radio E208129 entity
Predicate notableProgram P4 FINISHED
Object The Thom Hartmann Program
The Thom Hartmann Program is a progressive talk radio show hosted by author and commentator Thom Hartmann, known for its political analysis, listener call-ins, and focus on liberal and populist issues.
E755562 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: The Thom Hartmann Program | Statement: [Air America Radio, notableProgram, The Thom Hartmann Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Thom Hartmann Program
Context triple: [Air America Radio, notableProgram, The Thom Hartmann Program]
  • A. The Rachel Maddow Show
    The Rachel Maddow Show is a primetime American news and opinion television program hosted by political commentator Rachel Maddow, known for its in-depth analysis of U.S. politics and current events.
  • B. Democracy Now
    Democracy Now was an East German opposition movement formed in 1989 that advocated for democratic reforms and civil rights during the final phase of the GDR.
  • C. The Chris Myers Show
    The Chris Myers Show is a sports-focused television talk show hosted by veteran sportscaster Chris Myers, featuring interviews, analysis, and commentary on major sporting events and personalities.
  • D. The Ingraham Angle
    The Ingraham Angle is a primetime conservative political talk show on Fox News Channel hosted by commentator Laura Ingraham.
  • E. The MacNeil/Lehrer Report
    The MacNeil/Lehrer Report was a pioneering American public television news program known for its in-depth, sober analysis of national and international events, which later evolved into what is now PBS NewsHour.
  • 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: The Thom Hartmann Program
Triple: [Air America Radio, notableProgram, The Thom Hartmann Program]
Generated description
The Thom Hartmann Program is a progressive talk radio show hosted by author and commentator Thom Hartmann, known for its political analysis, listener call-ins, and focus on liberal and populist issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Thom Hartmann Program
Target entity description: The Thom Hartmann Program is a progressive talk radio show hosted by author and commentator Thom Hartmann, known for its political analysis, listener call-ins, and focus on liberal and populist issues.
  • A. The Rachel Maddow Show
    The Rachel Maddow Show is a primetime American news and opinion television program hosted by political commentator Rachel Maddow, known for its in-depth analysis of U.S. politics and current events.
  • B. Democracy Now
    Democracy Now was an East German opposition movement formed in 1989 that advocated for democratic reforms and civil rights during the final phase of the GDR.
  • C. The Chris Myers Show
    The Chris Myers Show is a sports-focused television talk show hosted by veteran sportscaster Chris Myers, featuring interviews, analysis, and commentary on major sporting events and personalities.
  • D. The Ingraham Angle
    The Ingraham Angle is a primetime conservative political talk show on Fox News Channel hosted by commentator Laura Ingraham.
  • E. The MacNeil/Lehrer Report
    The MacNeil/Lehrer Report was a pioneering American public television news program known for its in-depth, sober analysis of national and international events, which later evolved into what is now PBS NewsHour.
  • 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.