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.