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.