Triple

T2973033
Position Surface form Disambiguated ID Type / Status
Subject David M. Barkley E80324 entity
Predicate memberOf P10 FINISHED
Object Barkley political family
The Barkley political family is an American political dynasty known for producing multiple public officials, including figures like David M. Barkley, who have been active in government and civic leadership.
 E314935 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: Barkley political family | Statement: [David M. Barkley, memberOf, Barkley political family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barkley political family
Context triple: [David M. Barkley, memberOf, Barkley political family]
  • A. Montgomery family
    The Montgomery family is a historic noble lineage of Scottish origin that produced influential aristocrats, soldiers, and landowners across Britain and beyond.
  • B. Kean political family
    The Kean political family is a prominent New Jersey dynasty known for producing multiple influential Republican politicians, including former Governor Thomas H. Kean.
  • C. Perot family
    The Perot family is a prominent American business and political dynasty best known for its fortune built in technology and real estate and for Ross Perot’s influential third-party presidential campaigns.
  • D. Lee family
    The Lee family is a prominent American dynasty from Virginia, historically influential in politics and the military and best known for producing figures such as Confederate General Robert E. Lee.
  • E. McClung family
    The McClung family is a business-owning family best known for operating Ollie’s Barbecue, a Birmingham, Alabama restaurant that became central to a landmark U.S. civil rights and public accommodations case.
  • 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: Barkley political family
Triple: [David M. Barkley, memberOf, Barkley political family]
Generated description
The Barkley political family is an American political dynasty known for producing multiple public officials, including figures like David M. Barkley, who have been active in government and civic leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barkley political family
Target entity description: The Barkley political family is an American political dynasty known for producing multiple public officials, including figures like David M. Barkley, who have been active in government and civic leadership.
  • A. Montgomery family
    The Montgomery family is a historic noble lineage of Scottish origin that produced influential aristocrats, soldiers, and landowners across Britain and beyond.
  • B. Kean political family
    The Kean political family is a prominent New Jersey dynasty known for producing multiple influential Republican politicians, including former Governor Thomas H. Kean.
  • C. Perot family
    The Perot family is a prominent American business and political dynasty best known for its fortune built in technology and real estate and for Ross Perot’s influential third-party presidential campaigns.
  • D. Lee family
    The Lee family is a prominent American dynasty from Virginia, historically influential in politics and the military and best known for producing figures such as Confederate General Robert E. Lee.
  • E. McClung family
    The McClung family is a business-owning family best known for operating Ollie’s Barbecue, a Birmingham, Alabama restaurant that became central to a landmark U.S. civil rights and public accommodations case.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9987bb6c8190adfb447b76276962 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fca910e481909c1d93b512a779aa completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b1005d34a081909ed24a3ac823f375 completed March 11, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_69b101078adc819095b0951e0c35cc3e completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:58 p.m.