Triple

T2083050
Position Surface form Disambiguated ID Type / Status
Subject 112th United States Congress E45285 entity
Predicate electionCycleForHouse P34430 FINISHED
Object 2010 United States House of Representatives elections
The 2010 United States House of Representatives elections were midterm congressional contests that resulted in a significant Republican wave, flipping control of the House from Democrats to Republicans during Barack Obama’s presidency.
E232268 NE FINISHED

How this triple was built (5 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: 2010 United States House of Representatives elections | Statement: [112th United States Congress, electionCycleForHouse, 2010 United States House of Representatives elections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2010 United States House of Representatives elections
Context triple: [112th United States Congress, electionCycleForHouse, 2010 United States House of Representatives elections]
  • A. 2008 United States House of Representatives elections
    The 2008 United States House of Representatives elections were nationwide congressional contests held alongside the presidential election in which all 435 House seats were contested, resulting in expanded Democratic control of the chamber.
  • B. 2006 United States House of Representatives elections
    The 2006 United States House of Representatives elections were midterm congressional contests in which voters across all 50 states elected members to the House, resulting in a shift of control from Republicans to Democrats.
  • C. 2002 United States House of Representatives elections
    The 2002 United States House of Representatives elections were midterm congressional contests held during George W. Bush’s presidency that determined all 435 House seats and resulted in Republicans strengthening their majority.
  • D. 2000 United States House of Representatives elections
    The 2000 United States House of Representatives elections were the nationwide congressional contests held alongside the 2000 presidential election to choose all 435 voting members of the U.S. House.
  • E. 2008 United States presidential election
    The 2008 United States presidential election was the historic contest in which Barack Obama was elected the first African American president, defeating Republican nominee John McCain amid the backdrop of the global financial crisis and widespread calls for change.
  • 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: 2010 United States House of Representatives elections
Triple: [112th United States Congress, electionCycleForHouse, 2010 United States House of Representatives elections]
Generated description
The 2010 United States House of Representatives elections were midterm congressional contests that resulted in a significant Republican wave, flipping control of the House from Democrats to Republicans during Barack Obama’s presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2010 United States House of Representatives elections
Target entity description: The 2010 United States House of Representatives elections were midterm congressional contests that resulted in a significant Republican wave, flipping control of the House from Democrats to Republicans during Barack Obama’s presidency.
  • A. 2008 United States House of Representatives elections
    The 2008 United States House of Representatives elections were nationwide congressional contests held alongside the presidential election in which all 435 House seats were contested, resulting in expanded Democratic control of the chamber.
  • B. 2006 United States House of Representatives elections
    The 2006 United States House of Representatives elections were midterm congressional contests in which voters across all 50 states elected members to the House, resulting in a shift of control from Republicans to Democrats.
  • C. 2002 United States House of Representatives elections
    The 2002 United States House of Representatives elections were midterm congressional contests held during George W. Bush’s presidency that determined all 435 House seats and resulted in Republicans strengthening their majority.
  • D. 2000 United States House of Representatives elections
    The 2000 United States House of Representatives elections were the nationwide congressional contests held alongside the 2000 presidential election to choose all 435 voting members of the U.S. House.
  • E. 2008 United States presidential election
    The 2008 United States presidential election was the historic contest in which Barack Obama was elected the first African American president, defeating Republican nominee John McCain amid the backdrop of the global financial crisis and widespread calls for change.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: electionCycleForHouse
Context triple: [112th United States Congress, electionCycleForHouse, 2010 United States House of Representatives elections]
  • A. electionCycle
    Indicates the recurring period or sequence of time in which elections are organized, conducted, and repeated for a given office or political system.
  • B. houseElectionsHeld chosen
    Indicates that elections have been conducted to choose members of a legislative house or lower chamber.
  • C. electionNumber
    Indicates the specific ordinal or identifying number assigned to a particular election within a series or system of elections.
  • D. legislativePeriod
    Indicates the specific legislative term or session during which an action, event, or status is valid or took place.
  • E. reElectionYear
    Indicates the year in which an entity is (or is scheduled to be) elected again to the same position or office.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69abb7b298a48190b4bdf7c9800b058d completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:41 p.m.