Triple
T3951933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al-Qaeda in the Islamic Maghreb |
E84882
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
Abdelmalek Droukdel
Abdelmalek Droukdel was an Algerian Islamist militant and emir of Al-Qaeda in the Islamic Maghreb, playing a key role in expanding Al-Qaeda’s operations across North and West Africa.
|
E402524
|
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: Abdelmalek Droukdel | Statement: [Al-Qaeda in the Islamic Maghreb, hasLeader, Abdelmalek Droukdel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdelmalek Droukdel Context triple: [Al-Qaeda in the Islamic Maghreb, hasLeader, Abdelmalek Droukdel]
-
A.
Émile Habibi
Émile Habibi was a prominent Palestinian Arab-Israeli writer and politician best known for his satirical novel "The Secret Life of Saeed: The Pessoptimist."
-
B.
Moufdi Zakaria
Moufdi Zakaria was an Algerian poet and nationalist best known for writing the lyrics of Algeria’s national anthem.
-
C.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
-
D.
Abdul Khalek Hassouna
Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
-
E.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
- 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: Abdelmalek Droukdel Triple: [Al-Qaeda in the Islamic Maghreb, hasLeader, Abdelmalek Droukdel]
Generated description
Abdelmalek Droukdel was an Algerian Islamist militant and emir of Al-Qaeda in the Islamic Maghreb, playing a key role in expanding Al-Qaeda’s operations across North and West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdelmalek Droukdel Target entity description: Abdelmalek Droukdel was an Algerian Islamist militant and emir of Al-Qaeda in the Islamic Maghreb, playing a key role in expanding Al-Qaeda’s operations across North and West Africa.
-
A.
Émile Habibi
Émile Habibi was a prominent Palestinian Arab-Israeli writer and politician best known for his satirical novel "The Secret Life of Saeed: The Pessoptimist."
-
B.
Moufdi Zakaria
Moufdi Zakaria was an Algerian poet and nationalist best known for writing the lyrics of Algeria’s national anthem.
-
C.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
-
D.
Abdul Khalek Hassouna
Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
-
E.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
- 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533a80d4c8190bb1aac1b2900d9a8 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b5341fb74081909a33753e5fdd5c32 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b534d279548190bee44aea7828ed3b |
completed | March 14, 2026, 10:13 a.m. |
Created at: March 9, 2026, 3:30 p.m.