Triple
T4112622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moncef Marzouki |
E90210
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object | Beji Caid Essebsi |
E90820
|
NE FINISHED |
How this triple was built (2 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: Beji Caid Essebsi | Statement: [Moncef Marzouki, succeededBy, Beji Caid Essebsi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beji Caid Essebsi Context triple: [Moncef Marzouki, succeededBy, Beji Caid Essebsi]
-
A.
Beji Caid Essebsi
chosen
Beji Caid Essebsi was a Tunisian lawyer and politician who led the country’s democratic transition after the 2011 revolution and became its first freely elected president.
-
B.
Nidaa Tounes
Nidaa Tounes is a Tunisian secular political party that rose to prominence after the 2011 revolution and played a leading role in the country’s post-uprising political transition.
-
C.
Moncef Marzouki
Moncef Marzouki is a Tunisian physician, human rights activist, and politician who served as Tunisia’s first president after the 2011 revolution.
-
D.
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.
-
E.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b57f1f8ca0819090fb2acb3fe03d14 |
completed | March 14, 2026, 3:30 p.m. |
Created at: March 9, 2026, 3:41 p.m.