Triple

T7992402
Position Surface form Disambiguated ID Type / Status
Subject Michael Badnarik E186039 entity
Predicate radioShow P30454 FINISHED
Object Lighting the Fires of Liberty
"Lighting the Fires of Liberty" is a libertarian-themed radio show hosted by constitutional scholar and former U.S. presidential candidate Michael Badnarik, focusing on individual rights, limited government, and constitutional issues.
E703715 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: Lighting the Fires of Liberty | Statement: [Michael Badnarik, radioShow, Lighting the Fires of Liberty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lighting the Fires of Liberty
Context triple: [Michael Badnarik, radioShow, Lighting the Fires of Liberty]
  • A. Flame of Liberty
    The Flame of Liberty is a full-scale, gold-leaf replica of the Statue of Liberty’s torch in Paris that has become an unofficial memorial to Princess Diana.
  • B. Voices of Liberty
    Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
  • C. Chasing Liberty
    Chasing Liberty is a 2004 romantic comedy film about the rebellious daughter of the U.S. President seeking freedom and love while evading her Secret Service detail during a trip across Europe.
  • D. Conceived in Liberty
    Conceived in Liberty is a multi-volume historical work by economist and libertarian theorist Murray Rothbard that presents a revisionist, pro-liberty account of early American history up through the Constitution.
  • E. The Banner of Freedom
    The Banner of Freedom is the national anthem of Samoa, celebrated for its patriotic lyrics and ceremonial use at official events and international sporting occasions.
  • 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: Lighting the Fires of Liberty
Triple: [Michael Badnarik, radioShow, Lighting the Fires of Liberty]
Generated description
"Lighting the Fires of Liberty" is a libertarian-themed radio show hosted by constitutional scholar and former U.S. presidential candidate Michael Badnarik, focusing on individual rights, limited government, and constitutional issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lighting the Fires of Liberty
Target entity description: "Lighting the Fires of Liberty" is a libertarian-themed radio show hosted by constitutional scholar and former U.S. presidential candidate Michael Badnarik, focusing on individual rights, limited government, and constitutional issues.
  • A. Flame of Liberty
    The Flame of Liberty is a full-scale, gold-leaf replica of the Statue of Liberty’s torch in Paris that has become an unofficial memorial to Princess Diana.
  • B. Voices of Liberty
    Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
  • C. Chasing Liberty
    Chasing Liberty is a 2004 romantic comedy film about the rebellious daughter of the U.S. President seeking freedom and love while evading her Secret Service detail during a trip across Europe.
  • D. Conceived in Liberty
    Conceived in Liberty is a multi-volume historical work by economist and libertarian theorist Murray Rothbard that presents a revisionist, pro-liberty account of early American history up through the Constitution.
  • E. The Banner of Freedom
    The Banner of Freedom is the national anthem of Samoa, celebrated for its patriotic lyrics and ceremonial use at official events and international sporting occasions.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c712d0481908d163d2509d054fa completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0fe312c81908c6874fa0aabe7d5 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe440a66c8190a5d5b417fb5082b7 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc338a1c48819086ece073e04e8fa6 completed March 31, 2026, 8:50 p.m.
Created at: March 30, 2026, 5:16 p.m.