Triple
T598084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Boyega |
E11429
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
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.
|
E74817
|
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: Black Lives Matter protests in London | Statement: [John Boyega, participatedIn, 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, participatedIn, Black Lives Matter protests in London]
-
A.
Black Lives Matter Global Network
Black Lives Matter Global Network is an international social justice organization that leads campaigns and activism against systemic racism and violence toward Black communities.
-
B.
2019 Global Climate Strike
The 2019 Global Climate Strike was a worldwide series of youth-led demonstrations demanding urgent action on climate change, inspired by the Fridays for Future movement.
-
C.
Queen’s Baton Relay
The Queen’s Baton Relay is a ceremonial relay event that carries a message from the Head of the Commonwealth to the host nation, symbolically launching and uniting countries ahead of each Commonwealth Games.
-
D.
Fridays for Future
Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
-
E.
Peterloo Massacre
The Peterloo Massacre was an 1819 incident in Manchester where cavalry charged into a large, peaceful pro-democracy rally, killing and injuring many protesters and becoming a pivotal moment in British political reform history.
- 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: Black Lives Matter protests in London Triple: [John Boyega, participatedIn, Black Lives Matter protests in London]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Lives Matter protests in London Target entity description: 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.
-
A.
Black Lives Matter Global Network
Black Lives Matter Global Network is an international social justice organization that leads campaigns and activism against systemic racism and violence toward Black communities.
-
B.
2019 Global Climate Strike
The 2019 Global Climate Strike was a worldwide series of youth-led demonstrations demanding urgent action on climate change, inspired by the Fridays for Future movement.
-
C.
Queen’s Baton Relay
The Queen’s Baton Relay is a ceremonial relay event that carries a message from the Head of the Commonwealth to the host nation, symbolically launching and uniting countries ahead of each Commonwealth Games.
-
D.
Fridays for Future
Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
-
E.
Peterloo Massacre
The Peterloo Massacre was an 1819 incident in Manchester where cavalry charged into a large, peaceful pro-democracy rally, killing and injuring many protesters and becoming a pivotal moment in British political reform history.
- 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d776c6c819081b41a9b55041cd5 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51f36ab388190a418f6d4ffe91d66 |
completed | March 2, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69a51fed5cf881908565dfb8c798807a |
completed | March 2, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5206e05148190a1c8c65bad1a637a |
completed | March 2, 2026, 5:30 a.m. |
Created at: March 1, 2026, 7:35 p.m.