Triple

T3951942
Position Surface form Disambiguated ID Type / Status
Subject Al-Qaeda in the Islamic Maghreb E84882 entity
Predicate hasBranch P35 FINISHED
Object Sahara Emirate
The Sahara Emirate is a regional militant unit operating in the Sahara Desert under the broader jihadist network of Al-Qaeda in the Islamic Maghreb.
E402526 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: Sahara Emirate | Statement: [Al-Qaeda in the Islamic Maghreb, hasBranch, Sahara Emirate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sahara Emirate
Context triple: [Al-Qaeda in the Islamic Maghreb, hasBranch, Sahara Emirate]
  • A. Gwandu Emirate
    Gwandu Emirate is a historic Islamic emirate in present-day Nigeria that served as one of the key power centers and administrative divisions of the Sokoto Caliphate.
  • B. Federation of Arab Emirates of the South
    The Federation of Arab Emirates of the South was a short-lived British-backed political union of protectorate states in what is now southern Yemen during the late colonial period.
  • C. Daura Emirate
    Daura Emirate is a historic Hausa traditional state in northern Nigeria, regarded as one of the oldest Hausa kingdoms and an important center of pre-colonial political and cultural influence.
  • D. Dhofar
    Dhofar is a coastal and mountainous region in southwestern Oman known for its monsoon climate, frankincense production, and historical role in Arabian trade routes.
  • E. Hadejia Emirate
    Hadejia Emirate is a traditional Islamic state and historic Hausa-Fulani polity in present-day northern Nigeria that emerged as one of the constituent emirates of the Sokoto Caliphate.
  • 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: Sahara Emirate
Triple: [Al-Qaeda in the Islamic Maghreb, hasBranch, Sahara Emirate]
Generated description
The Sahara Emirate is a regional militant unit operating in the Sahara Desert under the broader jihadist network of Al-Qaeda in the Islamic Maghreb.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sahara Emirate
Target entity description: The Sahara Emirate is a regional militant unit operating in the Sahara Desert under the broader jihadist network of Al-Qaeda in the Islamic Maghreb.
  • A. Gwandu Emirate
    Gwandu Emirate is a historic Islamic emirate in present-day Nigeria that served as one of the key power centers and administrative divisions of the Sokoto Caliphate.
  • B. Federation of Arab Emirates of the South
    The Federation of Arab Emirates of the South was a short-lived British-backed political union of protectorate states in what is now southern Yemen during the late colonial period.
  • C. Daura Emirate
    Daura Emirate is a historic Hausa traditional state in northern Nigeria, regarded as one of the oldest Hausa kingdoms and an important center of pre-colonial political and cultural influence.
  • D. Dhofar
    Dhofar is a coastal and mountainous region in southwestern Oman known for its monsoon climate, frankincense production, and historical role in Arabian trade routes.
  • E. Hadejia Emirate
    Hadejia Emirate is a traditional Islamic state and historic Hausa-Fulani polity in present-day northern Nigeria that emerged as one of the constituent emirates of the Sokoto Caliphate.
  • 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.