Triple
T7212809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamed |
E149448
|
entity |
| Predicate | hasNotableBearers |
P458
|
FINISHED |
| Object |
Hamed Karoui
Hamed Karoui was a Tunisian politician who served as Prime Minister of Tunisia in the 1990s under President Zine El Abidine Ben Ali.
|
E649008
|
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: Hamed Karoui | Statement: [Hamed, hasNotableBearers, Hamed Karoui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamed Karoui Context triple: [Hamed, hasNotableBearers, Hamed Karoui]
-
A.
Mehdi Jomaa
Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
-
B.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
C.
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.
-
D.
Matoub Lounes
Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
-
E.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
- 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: Hamed Karoui Triple: [Hamed, hasNotableBearers, Hamed Karoui]
Generated description
Hamed Karoui was a Tunisian politician who served as Prime Minister of Tunisia in the 1990s under President Zine El Abidine Ben Ali.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamed Karoui Target entity description: Hamed Karoui was a Tunisian politician who served as Prime Minister of Tunisia in the 1990s under President Zine El Abidine Ben Ali.
-
A.
Mehdi Jomaa
Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
-
B.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
C.
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.
-
D.
Matoub Lounes
Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
-
E.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
- 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e98b61448190add3624a818fdc7b |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfcec3448190ab29c3742aa167ae |
completed | March 28, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c7c05a1f548190914a9b2ba98cbef2 |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c0e6b508819093092e3516a9ec46 |
completed | March 28, 2026, 11:52 a.m. |
Created at: March 27, 2026, 2:53 p.m.