Triple
T10778048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodluck Jonathan administration in Nigeria |
E254245
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Occupy Nigeria protests
The Occupy Nigeria protests were a nationwide wave of demonstrations and strikes in early 2012 against fuel subsidy removal and government corruption, marking one of the largest popular uprisings in Nigeria’s recent history.
|
E886280
|
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: Occupy Nigeria protests | Statement: [Goodluck Jonathan administration in Nigeria, notableEvent, Occupy Nigeria protests]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Occupy Nigeria protests Context triple: [Goodluck Jonathan administration in Nigeria, notableEvent, Occupy Nigeria protests]
-
A.
Niger Delta conflict
The Niger Delta conflict is a long-running struggle in southern Nigeria involving militant groups, local communities, the government, and oil companies over resource control, environmental degradation, and political marginalization in the oil-rich region.
-
B.
Movement for the Emancipation of the Niger Delta
The Movement for the Emancipation of the Niger Delta (MEND) is a militant group in Nigeria known for armed attacks, kidnappings, and sabotage targeting the oil industry to protest environmental damage and demand greater local control of oil revenues.
-
C.
Lagos incident
The Lagos incident is a catastrophic superhero-related event in the Marvel Cinematic Universe where an Avengers mission in Lagos, Nigeria, caused significant civilian casualties and property damage, prompting global demands for oversight.
-
D.
Dakota Access Pipeline protests
The Dakota Access Pipeline protests were a large-scale movement led primarily by Native American tribes and environmental activists to oppose the construction of the Dakota Access oil pipeline due to concerns over water protection, treaty rights, and environmental justice.
-
E.
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.
- 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: Occupy Nigeria protests Triple: [Goodluck Jonathan administration in Nigeria, notableEvent, Occupy Nigeria protests]
Generated description
The Occupy Nigeria protests were a nationwide wave of demonstrations and strikes in early 2012 against fuel subsidy removal and government corruption, marking one of the largest popular uprisings in Nigeria’s recent history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Occupy Nigeria protests Target entity description: The Occupy Nigeria protests were a nationwide wave of demonstrations and strikes in early 2012 against fuel subsidy removal and government corruption, marking one of the largest popular uprisings in Nigeria’s recent history.
-
A.
Niger Delta conflict
The Niger Delta conflict is a long-running struggle in southern Nigeria involving militant groups, local communities, the government, and oil companies over resource control, environmental degradation, and political marginalization in the oil-rich region.
-
B.
Movement for the Emancipation of the Niger Delta
The Movement for the Emancipation of the Niger Delta (MEND) is a militant group in Nigeria known for armed attacks, kidnappings, and sabotage targeting the oil industry to protest environmental damage and demand greater local control of oil revenues.
-
C.
Lagos incident
The Lagos incident is a catastrophic superhero-related event in the Marvel Cinematic Universe where an Avengers mission in Lagos, Nigeria, caused significant civilian casualties and property damage, prompting global demands for oversight.
-
D.
Dakota Access Pipeline protests
The Dakota Access Pipeline protests were a large-scale movement led primarily by Native American tribes and environmental activists to oppose the construction of the Dakota Access oil pipeline due to concerns over water protection, treaty rights, and environmental justice.
-
E.
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.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c18c3c819089d49e3e4585049e |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de55e9fe2081909acbfba7a65be18e |
completed | April 14, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69de5eacae148190b7ca2da87427572e |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de6397ff688190b6788489895a5360 |
completed | April 14, 2026, 3:56 p.m. |
Created at: April 8, 2026, 9:16 p.m.