Triple

T1461217
Position Surface form Disambiguated ID Type / Status
Subject Howard Dean 2004 presidential campaign E31514 entity
Predicate keyEvent P259 FINISHED
Object “Dean Scream” speech
The “Dean Scream” speech was Howard Dean’s impassioned post-caucus rally address in Iowa in 2004, whose widely replayed exuberant yell became a defining media moment that damaged his presidential campaign.
E166617 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: “Dean Scream” speech | Statement: [Howard Dean 2004 presidential campaign, keyEvent, “Dean Scream” speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Dean Scream” speech
Context triple: [Howard Dean 2004 presidential campaign, keyEvent, “Dean Scream” speech]
  • A. The Crime Against Kansas speech
    The Crime Against Kansas speech was an 1856 anti-slavery address by U.S. Senator Charles Sumner that fiercely condemned the Kansas–Nebraska Act and pro-slavery forces, helping to intensify sectional tensions before the American Civil War.
  • B. Sinews of Peace speech
    The "Sinews of Peace" speech is Winston Churchill’s famous 1946 address in Fulton, Missouri, best known for introducing the term “Iron Curtain” to describe the division of postwar Europe.
  • C. "Day of Infamy" speech
    The "Day of Infamy" speech is Franklin D. Roosevelt’s historic address to the U.S. Congress on December 8, 1941, calling for a declaration of war on Japan following the attack on Pearl Harbor.
  • D. "How dare you" speech at the UN in 2019
    The "How dare you" speech at the UN in 2019 is Greta Thunberg’s impassioned address to world leaders at the UN Climate Action Summit, condemning their inaction on the climate crisis and becoming a defining moment in global climate activism.
  • E. Four-Minute Men speeches
    Four-Minute Men speeches were brief, government-coordinated pro-war talks delivered in public venues across the United States during World War I to rally civilian support for the war effort.
  • 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: “Dean Scream” speech
Triple: [Howard Dean 2004 presidential campaign, keyEvent, “Dean Scream” speech]
Generated description
The “Dean Scream” speech was Howard Dean’s impassioned post-caucus rally address in Iowa in 2004, whose widely replayed exuberant yell became a defining media moment that damaged his presidential campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Dean Scream” speech
Target entity description: The “Dean Scream” speech was Howard Dean’s impassioned post-caucus rally address in Iowa in 2004, whose widely replayed exuberant yell became a defining media moment that damaged his presidential campaign.
  • A. The Crime Against Kansas speech
    The Crime Against Kansas speech was an 1856 anti-slavery address by U.S. Senator Charles Sumner that fiercely condemned the Kansas–Nebraska Act and pro-slavery forces, helping to intensify sectional tensions before the American Civil War.
  • B. Sinews of Peace speech
    The "Sinews of Peace" speech is Winston Churchill’s famous 1946 address in Fulton, Missouri, best known for introducing the term “Iron Curtain” to describe the division of postwar Europe.
  • C. "Day of Infamy" speech
    The "Day of Infamy" speech is Franklin D. Roosevelt’s historic address to the U.S. Congress on December 8, 1941, calling for a declaration of war on Japan following the attack on Pearl Harbor.
  • D. "How dare you" speech at the UN in 2019
    The "How dare you" speech at the UN in 2019 is Greta Thunberg’s impassioned address to world leaders at the UN Climate Action Summit, condemning their inaction on the climate crisis and becoming a defining moment in global climate activism.
  • E. Four-Minute Men speeches
    Four-Minute Men speeches were brief, government-coordinated pro-war talks delivered in public venues across the United States during World War I to rally civilian support for the war effort.
  • 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_69a49917dfc081909acdbdf5d684f1ef completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c59ecb60819082217b034e18381f completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e7ab538819090bc3e3ed1bbff64 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f5106fc8190ab03c4e5a0287424 completed March 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad0fa4c7d48190ac84267c16c6eb00 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8 p.m.