Triple
T2712832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boko Haram insurgency |
E59900
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Abuja bombings
The Abuja bombings were a series of deadly terrorist attacks in Nigeria’s capital city, widely attributed to the Islamist militant group Boko Haram during its insurgency.
|
E59900
|
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: Abuja bombings | Statement: [Boko Haram insurgency, notableEvent, Abuja bombings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abuja bombings Context triple: [Boko Haram insurgency, notableEvent, Abuja bombings]
-
A.
2014 Sinjar massacre
The 2014 Sinjar massacre was a genocidal attack by ISIS against the Yazidi population in and around Sinjar, Iraq, involving mass killings, abductions, and enslavement that drew global condemnation.
-
B.
2012 Benghazi attack
The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
-
C.
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.
-
D.
1998 United States embassy bombings
The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
-
E.
Boko Haram insurgency
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
- 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: Abuja bombings Triple: [Boko Haram insurgency, notableEvent, Abuja bombings]
Generated description
The Abuja bombings were a series of deadly terrorist attacks in Nigeria’s capital city, widely attributed to the Islamist militant group Boko Haram during its insurgency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abuja bombings Target entity description: The Abuja bombings were a series of deadly terrorist attacks in Nigeria’s capital city, widely attributed to the Islamist militant group Boko Haram during its insurgency.
-
A.
2014 Sinjar massacre
The 2014 Sinjar massacre was a genocidal attack by ISIS against the Yazidi population in and around Sinjar, Iraq, involving mass killings, abductions, and enslavement that drew global condemnation.
-
B.
2012 Benghazi attack
The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
-
C.
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.
-
D.
1998 United States embassy bombings
The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
-
E.
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.
- F. None of above.
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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda90d5a88190bcb6caefd8f2dd1b |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf83e37c8190b7a7815f8acf3a4b |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb01cf5b48190b06c3e8d225a1c96 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb07f8d5881908242cdd08d6deda7 |
completed | March 10, 2026, 5:47 a.m. |
Created at: March 6, 2026, 9:55 p.m.