Triple

T14200171
Position Surface form Disambiguated ID Type / Status
Subject Ismaïl Omar Guelleh E351942 entity
Predicate spouse P13 FINISHED
Object Kadra Mahamoud Haid
Kadra Mahamoud Haid is the First Lady of Djibouti and the wife of long-serving President Ismaïl Omar Guelleh, known for her influence in the country’s political and social spheres.
E1085668 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: Kadra Mahamoud Haid | Statement: [Ismaïl Omar Guelleh, spouse, Kadra Mahamoud Haid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kadra Mahamoud Haid
Context triple: [Ismaïl Omar Guelleh, spouse, Kadra Mahamoud Haid]
  • A. Fatima Ahmed Ibrahim
    Fatima Ahmed Ibrahim was a pioneering Sudanese politician, feminist, and human rights activist, renowned as one of the first female members of parliament in Africa and a leading advocate for women's rights in Sudan.
  • B. Muna Abdalla
    Muna Abdalla is the wife of former Sudanese Prime Minister Abdalla Hamdok and a Sudanese public figure known for her role alongside him during Sudan’s political transition.
  • C. Abdiqasim Salad Hassan
    Abdiqasim Salad Hassan is a Somali politician who served as the country's president during the early 2000s transitional period following years of civil conflict.
  • D. Abdulrahman Mohamed Babu
    Abdulrahman Mohamed Babu was a prominent Zanzibari revolutionary, Marxist intellectual, and political leader who played a central role in shaping the island’s post-revolution politics and leftist movements in East Africa.
  • E. Fatma Mohamed
    Fatma Mohamed is an actress best known for her recurring roles in Peter Strickland’s films, including the horror-comedy "In Fabric."
  • 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: Kadra Mahamoud Haid
Triple: [Ismaïl Omar Guelleh, spouse, Kadra Mahamoud Haid]
Generated description
Kadra Mahamoud Haid is the First Lady of Djibouti and the wife of long-serving President Ismaïl Omar Guelleh, known for her influence in the country’s political and social spheres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kadra Mahamoud Haid
Target entity description: Kadra Mahamoud Haid is the First Lady of Djibouti and the wife of long-serving President Ismaïl Omar Guelleh, known for her influence in the country’s political and social spheres.
  • A. Fatima Ahmed Ibrahim
    Fatima Ahmed Ibrahim was a pioneering Sudanese politician, feminist, and human rights activist, renowned as one of the first female members of parliament in Africa and a leading advocate for women's rights in Sudan.
  • B. Muna Abdalla
    Muna Abdalla is the wife of former Sudanese Prime Minister Abdalla Hamdok and a Sudanese public figure known for her role alongside him during Sudan’s political transition.
  • C. Abdiqasim Salad Hassan
    Abdiqasim Salad Hassan is a Somali politician who served as the country's president during the early 2000s transitional period following years of civil conflict.
  • D. Abdulrahman Mohamed Babu
    Abdulrahman Mohamed Babu was a prominent Zanzibari revolutionary, Marxist intellectual, and political leader who played a central role in shaping the island’s post-revolution politics and leftist movements in East Africa.
  • E. Fatma Mohamed
    Fatma Mohamed is an actress best known for her recurring roles in Peter Strickland’s films, including the horror-comedy "In Fabric."
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f472548190a1a7edc40526eac3 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194f13688190af7ef5ceb92a73ff completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1b198c6c81909b71a51a39711754 completed May 7, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fd1bb585448190bc3393304980b808 completed May 7, 2026, 11:09 p.m.
Created at: April 10, 2026, 1:04 a.m.