Triple

T15495876
Position Surface form Disambiguated ID Type / Status
Subject Dan Boren E378814 entity
Predicate partOf P40 FINISHED
Object Boren political family
The Boren political family is an American political dynasty from Oklahoma known for producing multiple influential officeholders, including former Governor and U.S. Senator David Boren and his son, former Congressman Dan Boren.
E1161176 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: Boren political family | Statement: [Dan Boren, partOf, Boren political family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boren political family
Context triple: [Dan Boren, partOf, Boren political family]
  • A. 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.
  • B. Bayh family
    The Bayh family is an American political family from Indiana known for its prominent members, including former U.S. Senator Birch Bayh and his son, former U.S. Senator and Governor Evan Bayh.
  • C. Palin family
    The Palin family is a British family best known for including Michael Palin, the celebrated comedian, actor, writer, and travel documentarian from Monty Python.
  • D. Inhofe family
    The Inhofe family is an American political family best known for its longtime involvement in Oklahoma and national Republican politics.
  • E. 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.
  • 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: Boren political family
Triple: [Dan Boren, partOf, Boren political family]
Generated description
The Boren political family is an American political dynasty from Oklahoma known for producing multiple influential officeholders, including former Governor and U.S. Senator David Boren and his son, former Congressman Dan Boren.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boren political family
Target entity description: The Boren political family is an American political dynasty from Oklahoma known for producing multiple influential officeholders, including former Governor and U.S. Senator David Boren and his son, former Congressman Dan Boren.
  • A. 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.
  • B. Bayh family
    The Bayh family is an American political family from Indiana known for its prominent members, including former U.S. Senator Birch Bayh and his son, former U.S. Senator and Governor Evan Bayh.
  • C. Palin family
    The Palin family is a British family best known for including Michael Palin, the celebrated comedian, actor, writer, and travel documentarian from Monty Python.
  • D. Inhofe family
    The Inhofe family is an American political family best known for its longtime involvement in Oklahoma and national Republican politics.
  • E. 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.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03faecd60819091eeaa56c9c8f67d completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3662f3388190b75ffe3ce418f36d completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff36e2172c8190a95b0957d99f304f completed May 9, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff375bfd648190967746050fcd48b2 completed May 9, 2026, 1:32 p.m.
Created at: April 10, 2026, 3:52 a.m.