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.