Triple

T16568545
Position Surface form Disambiguated ID Type / Status
Subject Abdelmalek Droukdel E402524 entity
Predicate conflict P12 FINISHED
Object Insurgency in the Maghreb E145416 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: Insurgency in the Maghreb | Statement: [Abdelmalek Droukdel, conflict, Insurgency in the Maghreb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Insurgency in the Maghreb
Context triple: [Abdelmalek Droukdel, conflict, Insurgency in the Maghreb]
  • A. Insurgency in the Maghreb chosen
    The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
  • B. Algerian Civil War
    The Algerian Civil War was a brutal conflict during the 1990s between the Algerian government and various Islamist rebel groups, marked by widespread violence, massacres, and human rights abuses.
  • C. Arab Movement of Azawad
    The Arab Movement of Azawad is an armed political group in northern Mali representing segments of the Arab community and involved in the Azawad autonomy and Tuareg-led insurgencies.
  • D. Tuareg rebellions in Mali
    The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
  • E. Libyan Civil War
    The Libyan Civil War is a protracted, multi-phase conflict that began with the 2011 uprising against Muammar Gaddafi and evolved into a complex struggle among rival governments, militias, and foreign backers for control of Libya.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35773c00c819091731bebc02a69bb completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759424348190889dacbbc7435238 completed May 10, 2026, 12:09 p.m.
Created at: April 10, 2026, 5:16 a.m.