Triple

T19795015
Position Surface form Disambiguated ID Type / Status
Subject Mohamed Ghannouchi E475517 entity
Predicate familyName P18 FINISHED
Object Ghannouchi
Ghannouchi is a Tunisian surname most prominently associated with political figures such as former Prime Minister Mohamed Ghannouchi.
 E1395820 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: Ghannouchi | Statement: [Mohamed Ghannouchi, familyName, Ghannouchi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghannouchi
Context triple: [Mohamed Ghannouchi, familyName, Ghannouchi]
  • A. Bechloul
    Bechloul is a town and commune located in northern Algeria within the Bouira Province.
  • B. Belhamed
    Belhamed is a locality in Libya that was the site of significant fighting during World War II’s North African campaign.
  • C. Hamma Bouziane
    Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
  • D. Beni Yenni
    Beni Yenni is a town and commune in northern Algeria, situated in the mountainous Kabylie region of Tizi Ouzou Province.
  • E. Mimoun
    Mimoun is a surname most notably associated with Alain Mimoun, the French long-distance runner and Olympic marathon champion.
  • 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: Ghannouchi
Triple: [Mohamed Ghannouchi, familyName, Ghannouchi]
Generated description
Ghannouchi is a Tunisian surname most prominently associated with political figures such as former Prime Minister Mohamed Ghannouchi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghannouchi
Target entity description: Ghannouchi is a Tunisian surname most prominently associated with political figures such as former Prime Minister Mohamed Ghannouchi.
  • A. Bechloul
    Bechloul is a town and commune located in northern Algeria within the Bouira Province.
  • B. Belhamed
    Belhamed is a locality in Libya that was the site of significant fighting during World War II’s North African campaign.
  • C. Hamma Bouziane
    Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
  • D. Beni Yenni
    Beni Yenni is a town and commune in northern Algeria, situated in the mountainous Kabylie region of Tizi Ouzou Province.
  • E. Mimoun
    Mimoun is a surname most notably associated with Alain Mimoun, the French long-distance runner and Olympic marathon champion.
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653c659088190928fa4c9264135d3 completed April 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c5024930819091501e17f97614e2 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c74fd97c81909e53413de7b3b5af completed May 16, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a07c7ec65ac8190b59ca029dff15947 completed May 16, 2026, 1:27 a.m.
Created at: April 10, 2026, 1:49 p.m.