Triple

T7537297
Position Surface form Disambiguated ID Type / Status
Subject David Duke E178181 entity
Predicate positionHeld P8 FINISHED
Object Louisiana State Representative
David Duke is an American white supremacist, former Grand Wizard of the Ku Klux Klan, and far-right political figure known for his extremist views and controversial political campaigns.
E672428 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: Louisiana State Representative | Statement: [David Duke, positionHeld, Louisiana State Representative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana State Representative
Context triple: [David Duke, positionHeld, Louisiana State Representative]
  • A. Speaker of the Louisiana House of Representatives
    The Speaker of the Louisiana House of Representatives is the presiding officer and chief administrative leader of the state’s lower legislative chamber, responsible for guiding legislation and overseeing House proceedings.
  • B. Speaker of the Mississippi House of Representatives
    The Speaker of the Mississippi House of Representatives is the presiding officer and leading legislative authority of the state's lower legislative chamber, responsible for guiding lawmaking and managing House proceedings.
  • C. Lieutenant Governor of Louisiana
    The Lieutenant Governor of Louisiana is the state's second-highest executive official, who presides over the Department of Culture, Recreation and Tourism and is first in the line of succession to the governor.
  • D. Secretary of State of Louisiana
    The Secretary of State of Louisiana is the statewide elected official responsible for overseeing elections, maintaining public records and business registrations, and managing various administrative functions of the state government.
  • E. Louisiana State Legislature
    The Louisiana State Legislature is the bicameral lawmaking body of the U.S. state of Louisiana, responsible for enacting state laws and shaping public policy through its Senate and House of Representatives.
  • 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: Louisiana State Representative
Triple: [David Duke, positionHeld, Louisiana State Representative]
Generated description
David Duke is an American white supremacist, former Grand Wizard of the Ku Klux Klan, and far-right political figure known for his extremist views and controversial political campaigns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana State Representative
Target entity description: David Duke is an American white supremacist, former Grand Wizard of the Ku Klux Klan, and far-right political figure known for his extremist views and controversial political campaigns.
  • A. Speaker of the Louisiana House of Representatives
    The Speaker of the Louisiana House of Representatives is the presiding officer and chief administrative leader of the state’s lower legislative chamber, responsible for guiding legislation and overseeing House proceedings.
  • B. Speaker of the Mississippi House of Representatives
    The Speaker of the Mississippi House of Representatives is the presiding officer and leading legislative authority of the state's lower legislative chamber, responsible for guiding lawmaking and managing House proceedings.
  • C. Lieutenant Governor of Louisiana
    The Lieutenant Governor of Louisiana is the state's second-highest executive official, who presides over the Department of Culture, Recreation and Tourism and is first in the line of succession to the governor.
  • D. Secretary of State of Louisiana
    The Secretary of State of Louisiana is the statewide elected official responsible for overseeing elections, maintaining public records and business registrations, and managing various administrative functions of the state government.
  • E. Louisiana State Legislature
    The Louisiana State Legislature is the bicameral lawmaking body of the U.S. state of Louisiana, responsible for enacting state laws and shaping public policy through its Senate and House of Representatives.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.