Triple
T12433169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Situationist International |
E297081
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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."
|
E981009
|
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: Mustapha Khayati | Statement: [Situationist International, hasMember, Mustapha Khayati]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mustapha Khayati Context triple: [Situationist International, hasMember, Mustapha Khayati]
-
A.
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.
-
B.
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.
-
C.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
D.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
E.
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.
- 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: Mustapha Khayati Triple: [Situationist International, hasMember, Mustapha Khayati]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mustapha Khayati Target entity description: 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."
-
A.
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.
-
B.
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.
-
C.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
D.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
E.
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.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d804c2c819082f2f86edcbb50de |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349d29c481909a37fd386cc06575 |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f635c3782c8190ad9a1f7e3aa9748a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d727a08190882eec3fd664b64d |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.