Triple

T5413228
Position Surface form Disambiguated ID Type / Status
Subject Ripple of Hope Award E121060 entity
Predicate inspiredBy P9 FINISHED
Object Robert F. Kennedy "Ripple of Hope" speech
The Robert F. Kennedy "Ripple of Hope" speech is a 1966 address delivered in South Africa in which Kennedy urged moral courage and individual action against injustice, famously invoking the metaphor of each person sending out a "ripple of hope" that can combine to create powerful change.
E519146 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: Robert F. Kennedy "Ripple of Hope" speech | Statement: [Ripple of Hope Award, inspiredBy, Robert F. Kennedy "Ripple of Hope" speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert F. Kennedy "Ripple of Hope" speech
Context triple: [Ripple of Hope Award, inspiredBy, Robert F. Kennedy "Ripple of Hope" speech]
  • A. John F. Kennedy "Ich bin ein Berliner" speech
    The John F. Kennedy "Ich bin ein Berliner" speech is a famous 1963 Cold War address in West Berlin in which the U.S. president expressed solidarity with the city's residents under Soviet pressure.
  • B. Robert F. Kennedy's 1968 presidential campaign
    Robert F. Kennedy's 1968 presidential campaign was a short-lived but transformative Democratic bid for the U.S. presidency that energized anti-war and civil rights movements before being abruptly ended by his assassination.
  • C. John F. Kennedy Moon speech
    The John F. Kennedy Moon speech is the 1962 address in which President Kennedy famously committed the United States to landing a man on the Moon and returning him safely to Earth before the end of the decade.
  • D. 1984 Democratic National Convention keynote address
    The 1984 Democratic National Convention keynote address is a famous political speech delivered by New York Governor Mario Cuomo, best known for its "Tale of Two Cities" critique of President Ronald Reagan’s optimistic portrayal of America.
  • E. 1976 State of the Union Address
    The 1976 State of the Union Address was President Gerald Ford’s final annual message to the United States Congress, delivered during the nation’s bicentennial year and focused on economic recovery and restoring public trust after Watergate.
  • 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: Robert F. Kennedy "Ripple of Hope" speech
Triple: [Ripple of Hope Award, inspiredBy, Robert F. Kennedy "Ripple of Hope" speech]
Generated description
The Robert F. Kennedy "Ripple of Hope" speech is a 1966 address delivered in South Africa in which Kennedy urged moral courage and individual action against injustice, famously invoking the metaphor of each person sending out a "ripple of hope" that can combine to create powerful change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert F. Kennedy "Ripple of Hope" speech
Target entity description: The Robert F. Kennedy "Ripple of Hope" speech is a 1966 address delivered in South Africa in which Kennedy urged moral courage and individual action against injustice, famously invoking the metaphor of each person sending out a "ripple of hope" that can combine to create powerful change.
  • A. John F. Kennedy "Ich bin ein Berliner" speech
    The John F. Kennedy "Ich bin ein Berliner" speech is a famous 1963 Cold War address in West Berlin in which the U.S. president expressed solidarity with the city's residents under Soviet pressure.
  • B. Robert F. Kennedy's 1968 presidential campaign
    Robert F. Kennedy's 1968 presidential campaign was a short-lived but transformative Democratic bid for the U.S. presidency that energized anti-war and civil rights movements before being abruptly ended by his assassination.
  • C. John F. Kennedy Moon speech
    The John F. Kennedy Moon speech is the 1962 address in which President Kennedy famously committed the United States to landing a man on the Moon and returning him safely to Earth before the end of the decade.
  • D. 1984 Democratic National Convention keynote address
    The 1984 Democratic National Convention keynote address is a famous political speech delivered by New York Governor Mario Cuomo, best known for its "Tale of Two Cities" critique of President Ronald Reagan’s optimistic portrayal of America.
  • E. 1976 State of the Union Address
    The 1976 State of the Union Address was President Gerald Ford’s final annual message to the United States Congress, delivered during the nation’s bicentennial year and focused on economic recovery and restoring public trust after Watergate.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87bb3c0c81908711784bc865ff03 completed March 20, 2026, 5:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aa3e1988190ac484c91022dc08b completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c633640819089cbd2985a1f6479 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3cb3432c8190ab0e59843144fc75 completed March 22, 2026, 12:49 a.m.
Created at: March 20, 2026, 2:05 p.m.