Triple

T13475567
Position Surface form Disambiguated ID Type / Status
Subject Head of Government of Morocco E318240 entity
Predicate officeInauguralHolder P5161 FINISHED
Object Mbarek Bekkay
Mbarek Bekkay was a Moroccan nationalist leader and statesman who became the country’s first head of government following independence from France in 1955.
E1043022 NE FINISHED

How this triple was built (5 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: Mbarek Bekkay | Statement: [Head of Government of Morocco, officeInauguralHolder, Mbarek Bekkay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mbarek Bekkay
Context triple: [Head of Government of Morocco, officeInauguralHolder, Mbarek Bekkay]
  • A. Abdelkader El Djezairi
    Abdelkader El Djezairi was a 19th-century Algerian religious and military leader who led the resistance against French colonial invasion and later became renowned for his statesmanship and humanitarianism.
  • B. Mohamed Ben Brahim Boukherouba
    Mohamed Ben Brahim Boukherouba, better known as Houari Boumédiène, was an Algerian revolutionary leader who served as the country’s president and shaped its post-independence socialist policies.
  • C. Abdelkader Bensalah
    Abdelkader Bensalah was an Algerian politician who served as interim president of Algeria following Abdelaziz Bouteflika’s resignation in 2019.
  • D. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • E. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • 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: Mbarek Bekkay
Triple: [Head of Government of Morocco, officeInauguralHolder, Mbarek Bekkay]
Generated description
Mbarek Bekkay was a Moroccan nationalist leader and statesman who became the country’s first head of government following independence from France in 1955.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mbarek Bekkay
Target entity description: Mbarek Bekkay was a Moroccan nationalist leader and statesman who became the country’s first head of government following independence from France in 1955.
  • A. Abdelkader El Djezairi
    Abdelkader El Djezairi was a 19th-century Algerian religious and military leader who led the resistance against French colonial invasion and later became renowned for his statesmanship and humanitarianism.
  • B. Mohamed Ben Brahim Boukherouba
    Mohamed Ben Brahim Boukherouba, better known as Houari Boumédiène, was an Algerian revolutionary leader who served as the country’s president and shaped its post-independence socialist policies.
  • C. Abdelkader Bensalah
    Abdelkader Bensalah was an Algerian politician who served as interim president of Algeria following Abdelaziz Bouteflika’s resignation in 2019.
  • D. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • E. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: officeInauguralHolder
Context triple: [Head of Government of Morocco, officeInauguralHolder, Mbarek Bekkay]
  • A. inauguralHolder chosen
    Indicates that the subject is the first person or entity to hold a particular position, title, office, or role.
  • B. inauguratedBy
    Indicates that an official event, institution, or position was formally opened, initiated, or brought into operation by a specific person or authority.
  • C. presidentInaugurated
    Indicates that an individual formally assumes the office of president through an official inauguration event at a specific time and place.
  • D. ordinalPresidentInaugurated
    Indicates the ordinal position of a person in the sequence of presidents who have been officially inaugurated.
  • E. inauguratedFor
    Indicates that a formal ceremony or event was held to officially begin or dedicate something specifically for a particular entity, role, or purpose.
  • F. None of above.

Provenance (6 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf2551b48190a074fd256791742d completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462f94988190a857fa8cd32cdd0a completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f748dfd4f081908fd5d77fe70f9db4 completed May 3, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69f74965c53081909c662f7f991849bf completed May 3, 2026, 1:11 p.m.
PD Predicate disambiguation batch_69dbadfddefc81909ef7fde23b181b5c completed April 12, 2026, 2:36 p.m.
Created at: April 9, 2026, 9:42 p.m.