Triple

T677083
Position Surface form Disambiguated ID Type / Status
Subject Martin Luther King Jr. E13100 entity
Predicate authorOf P4244 FINISHED
Object Why We Can’t Wait
"Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
E84034 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: Why We Can’t Wait | Statement: [Martin Luther King Jr., authorOf, Why We Can’t Wait]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Why We Can’t Wait
Context triple: [Martin Luther King Jr., authorOf, Why We Can’t Wait]
  • A. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • B. Long Walk to Freedom
    Long Walk to Freedom is Nelson Mandela’s autobiographical account of his life and struggle against apartheid, charting his journey from rural childhood to becoming South Africa’s first Black president.
  • C. 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.
  • D. Freedom Summer
    Freedom Summer was a 1964 campaign in Mississippi that mobilized civil rights activists to challenge racial segregation and disenfranchisement by registering Black voters and establishing community programs.
  • E. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • 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: Why We Can’t Wait
Triple: [Martin Luther King Jr., authorOf, Why We Can’t Wait]
Generated description
"Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Why We Can’t Wait
Target entity description: "Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
  • A. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • B. Long Walk to Freedom
    Long Walk to Freedom is Nelson Mandela’s autobiographical account of his life and struggle against apartheid, charting his journey from rural childhood to becoming South Africa’s first Black president.
  • C. 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.
  • D. Freedom Summer
    Freedom Summer was a 1964 campaign in Mississippi that mobilized civil rights activists to challenge racial segregation and disenfranchisement by registering Black voters and establishing community programs.
  • E. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a04c89148190b6330e86697bb37b completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc9f5f7c8190a766c6b545d1abd8 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e6b3283c8190ad75e86ebd413127 completed March 2, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69a5fd670f0c8190a577b7ebf8120368 completed March 2, 2026, 9:13 p.m.
Created at: March 1, 2026, 7:36 p.m.