Triple
T4112616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moncef Marzouki |
E90210
|
entity |
| Predicate | headOfGovernment |
P307
|
FINISHED |
| Object |
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.
|
E413391
|
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: Hamadi Jebali | Statement: [Moncef Marzouki, headOfGovernment, Hamadi Jebali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamadi Jebali Context triple: [Moncef Marzouki, headOfGovernment, Hamadi Jebali]
-
A.
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.
-
B.
Hichem Mechichi
Hichem Mechichi is a Tunisian politician and former prime minister who led the government during President Kais Saied’s tenure before being dismissed amid a major political crisis.
-
C.
Mohamed Ennaceur
Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
-
D.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
E.
Abdelhakim Belhadj
Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
- 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: Hamadi Jebali Triple: [Moncef Marzouki, headOfGovernment, Hamadi Jebali]
Generated description
Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamadi Jebali Target entity description: Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
-
A.
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.
-
B.
Hichem Mechichi
Hichem Mechichi is a Tunisian politician and former prime minister who led the government during President Kais Saied’s tenure before being dismissed amid a major political crisis.
-
C.
Mohamed Ennaceur
Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
-
D.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
E.
Abdelhakim Belhadj
Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
- 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af01decd808190b4e5a5f76b090b0a |
completed | March 9, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b8adc748190be7b34ff37ae3618 |
completed | March 14, 2026, 2:07 p.m. |
| NEDg | Description generation | batch_69b56ca404d88190aad31ec27229cd40 |
completed | March 14, 2026, 2:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56d908f3481908ff2c703983e84e3 |
completed | March 14, 2026, 2:15 p.m. |
Created at: March 9, 2026, 3:41 p.m.