Triple

T11727582
Position Surface form Disambiguated ID Type / Status
Subject Blake Farenthold E278811 entity
Predicate election P353 FINISHED
Object 2016 United States House of Representatives elections
The 2016 United States House of Representatives elections were nationwide congressional contests held to choose all 435 voting members of the U.S. House for the 115th Congress, coinciding with the 2016 presidential election.
E943086 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: 2016 United States House of Representatives elections | Statement: [Blake Farenthold, election, 2016 United States House of Representatives elections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2016 United States House of Representatives elections
Context triple: [Blake Farenthold, election, 2016 United States House of Representatives elections]
  • A. 2018 United States House of Representatives elections
    The 2018 United States House of Representatives elections were midterm congressional contests that resulted in a significant shift of power to the Democratic Party and brought a wave of high-profile progressive newcomers to Congress.
  • B. 2014 United States House of Representatives elections
    The 2014 United States House of Representatives elections were nationwide midterm contests in which voters chose all 435 members of the House, significantly shaping the balance of power in Congress during Barack Obama’s presidency.
  • C. 2012 United States House of Representatives elections
    The 2012 United States House of Representatives elections were nationwide congressional contests in which all 435 seats in the U.S. House were up for election following the 2010 Census redistricting.
  • D. 2016 United States presidential election
    The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
  • E. 2020 United States House of Representatives elections
    The 2020 United States House of Representatives elections were the nationwide congressional contests held alongside the 2020 presidential election to determine all 435 voting seats in the U.S. House.
  • 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: 2016 United States House of Representatives elections
Triple: [Blake Farenthold, election, 2016 United States House of Representatives elections]
Generated description
The 2016 United States House of Representatives elections were nationwide congressional contests held to choose all 435 voting members of the U.S. House for the 115th Congress, coinciding with the 2016 presidential election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2016 United States House of Representatives elections
Target entity description: The 2016 United States House of Representatives elections were nationwide congressional contests held to choose all 435 voting members of the U.S. House for the 115th Congress, coinciding with the 2016 presidential election.
  • A. 2018 United States House of Representatives elections
    The 2018 United States House of Representatives elections were midterm congressional contests that resulted in a significant shift of power to the Democratic Party and brought a wave of high-profile progressive newcomers to Congress.
  • B. 2014 United States House of Representatives elections
    The 2014 United States House of Representatives elections were nationwide midterm contests in which voters chose all 435 members of the House, significantly shaping the balance of power in Congress during Barack Obama’s presidency.
  • C. 2012 United States House of Representatives elections
    The 2012 United States House of Representatives elections were nationwide congressional contests in which all 435 seats in the U.S. House were up for election following the 2010 Census redistricting.
  • D. 2016 United States presidential election
    The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
  • E. 2020 United States House of Representatives elections
    The 2020 United States House of Representatives elections were the nationwide congressional contests held alongside the 2020 presidential election to determine all 435 voting seats in the U.S. House.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d70d908190b5f47c2ef501a191 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83e9efdc8190830f9b9cb5362b1c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b13be881908102ffa867f96c22 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51113708190998b570c33b9d0e7 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.