Triple

T9618045
Position Surface form Disambiguated ID Type / Status
Subject John Boehner E232267 entity
Predicate spouse P13 FINISHED
Object Deborah Boehner
Deborah Boehner is the wife of former U.S. Speaker of the House John Boehner and a relatively private figure outside of her association with his political career.
 E810584 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: Deborah Boehner | Statement: [John Boehner, spouse, Deborah Boehner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deborah Boehner
Context triple: [John Boehner, spouse, Deborah Boehner]
  • A. Kathleen Gingrich
    Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
  • B. Christine Pelosi
    Christine Pelosi is an American Democratic strategist, attorney, and author known for her work in party politics and as the daughter of former House Speaker Nancy Pelosi.
  • C. Coleen Rowley
    Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
  • D. Debbie Wasserman Schultz
    Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
  • E. Nancy Pelosi
    Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
  • 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: Deborah Boehner
Triple: [John Boehner, spouse, Deborah Boehner]
Generated description
Deborah Boehner is the wife of former U.S. Speaker of the House John Boehner and a relatively private figure outside of her association with his political career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deborah Boehner
Target entity description: Deborah Boehner is the wife of former U.S. Speaker of the House John Boehner and a relatively private figure outside of her association with his political career.
  • A. Kathleen Gingrich
    Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
  • B. Christine Pelosi
    Christine Pelosi is an American Democratic strategist, attorney, and author known for her work in party politics and as the daughter of former House Speaker Nancy Pelosi.
  • C. Coleen Rowley
    Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
  • D. Debbie Wasserman Schultz
    Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
  • E. Nancy Pelosi
    Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
  • 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_69ca84867bb88190b4b57dd5a56d5691 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9aaf3a088190a00a7750c25b6c42 completed April 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17965cce08190862ea8a48addf0a2 completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17b33ba6c8190a4d08d29ea6c7b86 completed April 4, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69d17bb23b68819083a54ff8a19f741c completed April 4, 2026, 8:59 p.m.
Created at: March 30, 2026, 8:09 p.m.