Triple

T14873177
Position Surface form Disambiguated ID Type / Status
Subject Secretary-General of the Polisario Front E349800 entity
Predicate notableOfficeHolder P5750 FINISHED
Object Brahim Ghali
Brahim Ghali is a Sahrawi political and military leader who serves as president of the self-proclaimed Sahrawi Arab Democratic Republic and has long been a central figure in the Western Sahara independence movement.
E1124881 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: Brahim Ghali | Statement: [Secretary-General of the Polisario Front, notableOfficeHolder, Brahim Ghali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brahim Ghali
Context triple: [Secretary-General of the Polisario Front, notableOfficeHolder, Brahim Ghali]
  • A. Hamadi Jebali
    Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • B. Omar Ben Hassen
    Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
  • C. Mustapha Khayati
    Mustapha Khayati is a Tunisian Marxist theorist and writer best known for his influential role in the Situationist International and his pamphlet "On the Poverty of Student Life."
  • D. 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.
  • E. Ahmed Boumendjel
    Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
  • 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: Brahim Ghali
Triple: [Secretary-General of the Polisario Front, notableOfficeHolder, Brahim Ghali]
Generated description
Brahim Ghali is a Sahrawi political and military leader who serves as president of the self-proclaimed Sahrawi Arab Democratic Republic and has long been a central figure in the Western Sahara independence movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brahim Ghali
Target entity description: Brahim Ghali is a Sahrawi political and military leader who serves as president of the self-proclaimed Sahrawi Arab Democratic Republic and has long been a central figure in the Western Sahara independence movement.
  • A. Hamadi Jebali
    Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • B. Omar Ben Hassen
    Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
  • C. Mustapha Khayati
    Mustapha Khayati is a Tunisian Marxist theorist and writer best known for his influential role in the Situationist International and his pamphlet "On the Poverty of Student Life."
  • D. 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.
  • E. Ahmed Boumendjel
    Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e2c94c8190a16f05ea81701fc1 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b5101a48190937a86b6eda79c55 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6d481964819099fe822d44baf773 completed May 8, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69fe6dc30ee48190824b137237bd6312 completed May 8, 2026, 11:12 p.m.
Created at: April 10, 2026, 1:55 a.m.