Triple

T487312
Position Surface form Disambiguated ID Type / Status
Subject George Wallace E9906 entity
Predicate notableWork P4 FINISHED
Object "Segregation now, segregation tomorrow, segregation forever" speech
The "Segregation now, segregation tomorrow, segregation forever" speech is George Wallace’s infamous 1963 inaugural address as Alabama governor, remembered as a defining pro-segregation statement of the American civil rights era.
E60989 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: "Segregation now, segregation tomorrow, segregation forever" speech | Statement: [George Wallace, notableWork, "Segregation now, segregation tomorrow, segregation forever" speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Segregation now, segregation tomorrow, segregation forever" speech
Context triple: [George Wallace, notableWork, "Segregation now, segregation tomorrow, segregation forever" speech]
  • A. "I Have a Dream" speech
    The "I Have a Dream" speech is Martin Luther King Jr.’s landmark 1963 address calling for racial equality and civil rights, delivered during the March on Washington and now regarded as one of the most iconic speeches in American history.
  • B. Letter from Birmingham Jail
    Letter from Birmingham Jail is a landmark 1963 open letter by Martin Luther King Jr. defending nonviolent civil disobedience against racial injustice and articulating the moral urgency of the civil rights movement.
  • C. Montgomery bus boycott
    The Montgomery bus boycott was a pivotal 1955–1956 civil rights protest in Alabama in which African Americans refused to ride city buses to challenge racial segregation, helping launch the modern Civil Rights Movement and Martin Luther King Jr.’s national leadership.
  • D. Jim Crow laws
    Jim Crow laws were a system of state and local statutes in the United States that enforced racial segregation and disenfranchised African Americans, particularly in the South, from the late 19th century through the mid-20th century.
  • E. Gettysburg Address
    The Gettysburg Address is a brief but iconic 1863 speech by U.S. President Abraham Lincoln that redefined the purpose of the Civil War and articulated a vision of American democracy based on equality and national unity.
  • 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: "Segregation now, segregation tomorrow, segregation forever" speech
Triple: [George Wallace, notableWork, "Segregation now, segregation tomorrow, segregation forever" speech]
Generated description
The "Segregation now, segregation tomorrow, segregation forever" speech is George Wallace’s infamous 1963 inaugural address as Alabama governor, remembered as a defining pro-segregation statement of the American civil rights era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Segregation now, segregation tomorrow, segregation forever" speech
Target entity description: The "Segregation now, segregation tomorrow, segregation forever" speech is George Wallace’s infamous 1963 inaugural address as Alabama governor, remembered as a defining pro-segregation statement of the American civil rights era.
  • A. "I Have a Dream" speech
    The "I Have a Dream" speech is Martin Luther King Jr.’s landmark 1963 address calling for racial equality and civil rights, delivered during the March on Washington and now regarded as one of the most iconic speeches in American history.
  • B. Letter from Birmingham Jail
    Letter from Birmingham Jail is a landmark 1963 open letter by Martin Luther King Jr. defending nonviolent civil disobedience against racial injustice and articulating the moral urgency of the civil rights movement.
  • C. Montgomery bus boycott
    The Montgomery bus boycott was a pivotal 1955–1956 civil rights protest in Alabama in which African Americans refused to ride city buses to challenge racial segregation, helping launch the modern Civil Rights Movement and Martin Luther King Jr.’s national leadership.
  • D. Jim Crow laws
    Jim Crow laws were a system of state and local statutes in the United States that enforced racial segregation and disenfranchised African Americans, particularly in the South, from the late 19th century through the mid-20th century.
  • E. Gettysburg Address
    The Gettysburg Address is a brief but iconic 1863 speech by U.S. President Abraham Lincoln that redefined the purpose of the Civil War and articulated a vision of American democracy based on equality and national unity.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0de66308190a18503a482881cfc completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47471e5ac8190acfed4803183f11a completed March 1, 2026, 5:16 p.m.
NEDg Description generation batch_69a476527a6881909cc06330ae6bcbcb completed March 1, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69a4769c31f081909bc74682ed6fd9d6 completed March 1, 2026, 5:25 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.