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.