Triple
T10778042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodluck Jonathan administration in Nigeria |
E254245
|
entity |
| Predicate | majorChallenge |
P6371
|
FINISHED |
| Object | Boko Haram insurgency |
E59900
|
NE FINISHED |
How this triple was built (2 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: Boko Haram insurgency | Statement: [Goodluck Jonathan administration in Nigeria, majorChallenge, Boko Haram insurgency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boko Haram insurgency Context triple: [Goodluck Jonathan administration in Nigeria, majorChallenge, Boko Haram insurgency]
-
A.
Boko Haram insurgency
chosen
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
-
B.
Somali Region insurgency
The Somali Region insurgency is a long-running armed conflict in Ethiopia’s Somali (Ogaden) Region involving separatist rebels and the Ethiopian government over autonomy, resources, and political rights.
-
C.
Iraqi insurgency
The Iraqi insurgency was a multifaceted armed rebellion that emerged after the 2003 U.S.-led invasion of Iraq, involving various militant groups fighting coalition forces and the new Iraqi government.
-
D.
Boko Haram
Boko Haram is a Nigeria-based Islamist extremist group known for its violent insurgency, mass kidnappings, and terrorist attacks across the Lake Chad region.
-
E.
Darfur conflict
The Darfur conflict is a protracted armed struggle in western Sudan marked by mass atrocities, displacement, and accusations of genocide against government-backed militias targeting non-Arab populations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69de55daf52c8190aee3bca39cdc5d55 |
completed | April 14, 2026, 2:57 p.m. |
Created at: April 8, 2026, 9:16 p.m.