Triple

T5452749
Position Surface form Disambiguated ID Type / Status
Subject How to Be an Antiracist E122405 entity
Predicate associatedWithEvent P37 FINISHED
Object George Floyd protests
The George Floyd protests were a worldwide wave of demonstrations against police brutality and systemic racism sparked by the killing of George Floyd in May 2020.
E520701 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: George Floyd protests | Statement: [How to Be an Antiracist, associatedWithEvent, George Floyd protests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Floyd protests
Context triple: [How to Be an Antiracist, associatedWithEvent, George Floyd protests]
  • A. Black Lives Matter movement
    The Black Lives Matter movement is a decentralized social and political campaign that protests systemic racism and violence against Black people, particularly police brutality, and advocates for racial justice and equality.
  • B. Black Lives Matter protests in London
    Black Lives Matter protests in London were large-scale demonstrations against racial injustice and police brutality, drawing widespread public support and prominent figures such as actor John Boyega.
  • C. 2019–2020 Hong Kong protests
    The 2019–2020 Hong Kong protests were a large-scale, pro-democracy movement against perceived encroachments on Hong Kong’s autonomy and civil liberties, marked by mass demonstrations, clashes with police, and widespread international attention.
  • D. Watts riots
    The Watts riots were a major six-day civil disturbance in 1965 in the Watts neighborhood of Los Angeles, sparked by racial tensions and police brutality, that became a defining episode of urban unrest in the United States.
  • E. Nashville sit-ins
    The Nashville sit-ins were a series of nonviolent student-led protests in 1960 that successfully desegregated lunch counters in Nashville, Tennessee and became a key early campaign of the U.S. civil rights movement.
  • 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: George Floyd protests
Triple: [How to Be an Antiracist, associatedWithEvent, George Floyd protests]
Generated description
The George Floyd protests were a worldwide wave of demonstrations against police brutality and systemic racism sparked by the killing of George Floyd in May 2020.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Floyd protests
Target entity description: The George Floyd protests were a worldwide wave of demonstrations against police brutality and systemic racism sparked by the killing of George Floyd in May 2020.
  • A. Black Lives Matter movement
    The Black Lives Matter movement is a decentralized social and political campaign that protests systemic racism and violence against Black people, particularly police brutality, and advocates for racial justice and equality.
  • B. Black Lives Matter protests in London
    Black Lives Matter protests in London were large-scale demonstrations against racial injustice and police brutality, drawing widespread public support and prominent figures such as actor John Boyega.
  • C. 2019–2020 Hong Kong protests
    The 2019–2020 Hong Kong protests were a large-scale, pro-democracy movement against perceived encroachments on Hong Kong’s autonomy and civil liberties, marked by mass demonstrations, clashes with police, and widespread international attention.
  • D. Watts riots
    The Watts riots were a major six-day civil disturbance in 1965 in the Watts neighborhood of Los Angeles, sparked by racial tensions and police brutality, that became a defining episode of urban unrest in the United States.
  • E. Nashville sit-ins
    The Nashville sit-ins were a series of nonviolent student-led protests in 1960 that successfully desegregated lunch counters in Nashville, Tennessee and became a key early campaign of the U.S. civil rights movement.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91e170f48190b47419b5e2ff71a4 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4140248081908c7f42b91579a837 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf41dd96448190973b7241df5dbb24 completed March 22, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69bf42b97d40819087a98c1cc58bb964 completed March 22, 2026, 1:15 a.m.
Created at: March 20, 2026, 2:08 p.m.