Triple

T241783
Position Surface form Disambiguated ID Type / Status
Subject Hillary Clinton 2016 presidential campaign E4945 entity
Predicate primaryOpponent P437 FINISHED
Object Bernie Sanders
Bernie Sanders is a longtime U.S. senator from Vermont and prominent progressive politician known for championing democratic socialism, economic equality, and universal healthcare.
E32527 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: Bernie Sanders | Statement: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Bernie Sanders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernie Sanders
Context triple: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Bernie Sanders]
  • A. Jonathan Corwin
    Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
  • B. Senator Adlai Stevenson III
    Senator Adlai Stevenson III was an American Democratic politician from Illinois who served in the U.S. Senate in the 1970s and early 1980s and was known for his work on technology, government reform, and foreign policy.
  • C. Albert Gore, Jr.
    Albert Gore Jr. is an American politician who served as the 45th vice president of the United States and was the Democratic nominee for president in the 2000 election.
  • D. Kamala Harris
    Kamala Harris is the Vice President of the United States and a former U.S. senator from California, known for being the first woman, first Black American, and first South Asian American to hold the vice presidency.
  • E. Ben Nelson
    Ben Nelson is an American politician who served as the Democratic U.S. Senator from Nebraska from 2001 to 2013 and previously as the state's governor.
  • 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: Bernie Sanders
Triple: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Bernie Sanders]
Generated description
Bernie Sanders is a longtime U.S. senator from Vermont and prominent progressive politician known for championing democratic socialism, economic equality, and universal healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernie Sanders
Target entity description: Bernie Sanders is a longtime U.S. senator from Vermont and prominent progressive politician known for championing democratic socialism, economic equality, and universal healthcare.
  • A. Jonathan Corwin
    Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
  • B. Senator Adlai Stevenson III
    Senator Adlai Stevenson III was an American Democratic politician from Illinois who served in the U.S. Senate in the 1970s and early 1980s and was known for his work on technology, government reform, and foreign policy.
  • C. Albert Gore, Jr.
    Albert Gore Jr. is an American politician who served as the 45th vice president of the United States and was the Democratic nominee for president in the 2000 election.
  • D. Kamala Harris
    Kamala Harris is the Vice President of the United States and a former U.S. senator from California, known for being the first woman, first Black American, and first South Asian American to hold the vice presidency.
  • E. Ben Nelson
    Ben Nelson is an American politician who served as the Democratic U.S. Senator from Nebraska from 2001 to 2013 and previously as the state's governor.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cee6f208190b996be4faa700910 completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3736ff4388190b6b43a149d0003c5 completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a3745c4cb481908fb0ba52119fabbb completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a374e12e9c819090217b5197c90ccf completed Feb. 28, 2026, 11:06 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.