Triple

T3650857
Position Surface form Disambiguated ID Type / Status
Subject David Boren E77412 entity
Predicate child P120 FINISHED
Object Dan Boren
Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
 E378814 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: Dan Boren | Statement: [David Boren, child, Dan Boren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dan Boren
Context triple: [David Boren, child, Dan Boren]
  • A. David Lyle Boren
    David Lyle Boren is an American politician and academic who served as governor of Oklahoma, U.S. senator, and long-time president of the University of Oklahoma.
  • B. Thad Luckinbill
    Thad Luckinbill is an American actor and film producer known for roles on "The Young and the Restless" and for producing acclaimed films such as "Sicario."
  • C. Markwayne Mullin
    Markwayne Mullin is a Republican politician and former U.S. Representative from Oklahoma who now serves as a U.S. Senator for the state.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • 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: Dan Boren
Triple: [David Boren, child, Dan Boren]
Generated description
Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dan Boren
Target entity description: Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
  • A. David Lyle Boren
    David Lyle Boren is an American politician and academic who served as governor of Oklahoma, U.S. senator, and long-time president of the University of Oklahoma.
  • B. Thad Luckinbill
    Thad Luckinbill is an American actor and film producer known for roles on "The Young and the Restless" and for producing acclaimed films such as "Sicario."
  • C. Markwayne Mullin
    Markwayne Mullin is a Republican politician and former U.S. Representative from Oklahoma who now serves as a U.S. Senator for the state.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc39303bc819090725643e53a96d6 completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b488394aa48190b91985aa912cf733 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48c3204dc8190bd283ce429b08291 completed March 13, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69b4bcc702dc81908bbeb7ce73c8a5db completed March 14, 2026, 1:41 a.m.
Created at: March 8, 2026, 3:24 p.m.