Triple
T4716651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Boyega |
E104655
|
entity |
| Predicate | spokenAt |
P10206
|
FINISHED |
| Object | Black Lives Matter protests in London |
E74817
|
NE FINISHED |
How this triple was built (3 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: Black Lives Matter protests in London | Statement: [John Boyega, spokenAt, Black Lives Matter protests in London]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Lives Matter protests in London Context triple: [John Boyega, spokenAt, Black Lives Matter protests in London]
-
A.
Black Lives Matter protests in London
chosen
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.
-
B.
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.
-
C.
Black Lives Matter Canada
Black Lives Matter Canada is a grassroots, Black-led organization that campaigns against anti-Black racism and police violence while advocating for the rights, safety, and liberation of Black communities across Canada.
-
D.
Battle of Cable Street
The Battle of Cable Street was a 1936 anti-fascist demonstration in London’s East End where tens of thousands of local residents successfully blocked a planned march by Oswald Mosley’s British Union of Fascists.
-
E.
London 2012 Olympic Torch Relay
The London 2012 Olympic Torch Relay was a nationwide journey of the Olympic Flame across the United Kingdom, leading up to the London 2012 Summer Games and engaging communities in the celebration of the event.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: spokenAt Context triple: [John Boyega, spokenAt, Black Lives Matter protests in London]
-
A.
spokenOn
Indicates that an utterance or speech act occurred at or during a specific time or date.
-
B.
spokeAt
chosen
Indicates that a person delivered a talk, speech, or presentation at a particular event or location.
-
C.
spokenBy
Indicates that a particular utterance, statement, or piece of speech is produced or said by a specific entity.
-
D.
spokenBefore
Indicates that one entity has spoken or produced speech earlier in time than another entity.
-
E.
spokenAlong
Indicates that two or more languages are used concurrently or within the same context in a particular place, time, or situation.
- F. None of above.
Provenance (4 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd680beb508190b3d74e20e1c64405 |
completed | March 20, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be1088103c819098296ce700697e90 |
completed | March 21, 2026, 3:29 a.m. |
| PD | Predicate disambiguation | batch_69bd621ddcd88190903288566f5e5dab |
completed | March 20, 2026, 3:05 p.m. |
Created at: March 20, 2026, 1:18 p.m.