Triple

T2083032
Position Surface form Disambiguated ID Type / Status
Subject 112th United States Congress E45285 entity
Predicate speakerOfTheHouse P3253 FINISHED
Object John Boehner
John Boehner is an American Republican politician who served as the 53rd Speaker of the United States House of Representatives.
 E232267 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: John Boehner | Statement: [112th United States Congress, speakerOfTheHouse, John Boehner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Boehner
Context triple: [112th United States Congress, speakerOfTheHouse, John Boehner]
  • A. Kevin McCarthy
    Kevin McCarthy is an American Republican politician from California who has served in various top leadership roles in the U.S. House of Representatives, including Speaker of the House.
  • B. Dennis Hastert
    Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • C. Paul Ryan
    Paul Ryan is an American Republican politician who served as the 54th Speaker of the U.S. House of Representatives and was the 2012 Republican nominee for vice president.
  • D. Mitch McConnell
    Mitch McConnell is a long-serving Republican U.S. senator from Kentucky who has been one of the most powerful and influential legislative leaders in modern American politics.
  • E. Paul Pelosi
    Paul Pelosi is an American businessman and investor known for his long marriage to former U.S. House Speaker Nancy Pelosi and for running the venture capital firm Financial Leasing Services, Inc.
  • 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: John Boehner
Triple: [112th United States Congress, speakerOfTheHouse, John Boehner]
Generated description
John Boehner is an American Republican politician who served as the 53rd Speaker of the United States House of Representatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Boehner
Target entity description: John Boehner is an American Republican politician who served as the 53rd Speaker of the United States House of Representatives.
  • A. Kevin McCarthy
    Kevin McCarthy is an American Republican politician from California who has served in various top leadership roles in the U.S. House of Representatives, including Speaker of the House.
  • B. Dennis Hastert
    Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • C. Paul Ryan
    Paul Ryan is an American Republican politician who served as the 54th Speaker of the U.S. House of Representatives and was the 2012 Republican nominee for vice president.
  • D. Mitch McConnell
    Mitch McConnell is a long-serving Republican U.S. senator from Kentucky who has been one of the most powerful and influential legislative leaders in modern American politics.
  • E. Paul Pelosi
    Paul Pelosi is an American businessman and investor known for his long marriage to former U.S. House Speaker Nancy Pelosi and for running the venture capital firm Financial Leasing Services, Inc.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.