Triple

T7992376
Position Surface form Disambiguated ID Type / Status
Subject Michael Badnarik E186039 entity
Predicate familyName P18 FINISHED
Object Badnarik
Badnarik is the surname of Michael Badnarik, a prominent American software engineer, constitutional scholar, and 2004 Libertarian Party presidential nominee.
 E703711 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: Badnarik | Statement: [Michael Badnarik, familyName, Badnarik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Badnarik
Context triple: [Michael Badnarik, familyName, Badnarik]
  • A. Nachoragan
    Nachoragan was a Byzantine military commander known for leading imperial forces during the Lazic War in the 6th century.
  • B. Darbenai
    Darbenai is a small town in western Lithuania, historically home to a Jewish community from which Zionist leader David Wolffsohn originated.
  • C. Bogar
    Bogar is a revered Tamil Siddhar, alchemist, and mystic traditionally credited with esoteric yogic practices, medicinal formulations, and the crafting of sacred idols in South Indian spiritual lore.
  • D. Barin
    Barin is the familiar name of Barindra Kumar Ghosh, an Indian revolutionary associated with the early nationalist movement against British rule.
  • E. Gharaunda
    Gharaunda is a town in the Indian state of Haryana known for its agricultural market and proximity to the historic city of Karnal.
  • 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: Badnarik
Triple: [Michael Badnarik, familyName, Badnarik]
Generated description
Badnarik is the surname of Michael Badnarik, a prominent American software engineer, constitutional scholar, and 2004 Libertarian Party presidential nominee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Badnarik
Target entity description: Badnarik is the surname of Michael Badnarik, a prominent American software engineer, constitutional scholar, and 2004 Libertarian Party presidential nominee.
  • A. Nachoragan
    Nachoragan was a Byzantine military commander known for leading imperial forces during the Lazic War in the 6th century.
  • B. Darbenai
    Darbenai is a small town in western Lithuania, historically home to a Jewish community from which Zionist leader David Wolffsohn originated.
  • C. Bogar
    Bogar is a revered Tamil Siddhar, alchemist, and mystic traditionally credited with esoteric yogic practices, medicinal formulations, and the crafting of sacred idols in South Indian spiritual lore.
  • D. Barin
    Barin is the familiar name of Barindra Kumar Ghosh, an Indian revolutionary associated with the early nationalist movement against British rule.
  • E. Gharaunda
    Gharaunda is a town in the Indian state of Haryana known for its agricultural market and proximity to the historic city of Karnal.
  • 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.