Triple

T16452139
Position Surface form Disambiguated ID Type / Status
Subject Chadlia Saïda Farhat E399578 entity
Predicate precededBy P97 FINISHED
Object Derjiat Ben Ali
Derjiat Ben Ali is a Tunisian figure known primarily for having served as First Lady of Tunisia immediately before Chadlia Saïda Farhat.
 E89240 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: Derjiat Ben Ali | Statement: [Chadlia Saïda Farhat, precededBy, Derjiat Ben Ali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Derjiat Ben Ali
Context triple: [Chadlia Saïda Farhat, precededBy, Derjiat Ben Ali]
  • A. Zine El Abidine Ben Ali
    Zine El Abidine Ben Ali was the authoritarian leader of Tunisia from 1987 until his ouster during the 2011 Arab Spring uprising.
  • B. Ben Ali
    Ben Ali was a restaurateur best known as the founder of Washington, D.C.’s iconic eatery Ben’s Chili Bowl.
  • C. Menzel Bourguiba
    Menzel Bourguiba is an industrial town in northern Tunisia known historically for its shipbuilding and naval base on Lake Bizerte.
  • D. Saïd Ben Saïd
    Saïd Ben Saïd is a Tunisian-French film producer known for collaborating with prominent directors on acclaimed international films.
  • E. Chadli Bendjedid
    Chadli Bendjedid was the third President of Algeria, known for initiating political and economic liberalization after years of single-party rule.
  • 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: Derjiat Ben Ali
Triple: [Chadlia Saïda Farhat, precededBy, Derjiat Ben Ali]
Generated description
Derjiat Ben Ali is a Tunisian figure known primarily for having served as First Lady of Tunisia immediately before Chadlia Saïda Farhat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Derjiat Ben Ali
Target entity description: Derjiat Ben Ali is a Tunisian figure known primarily for having served as First Lady of Tunisia immediately before Chadlia Saïda Farhat.
  • A. Zine El Abidine Ben Ali chosen
    Zine El Abidine Ben Ali was the authoritarian leader of Tunisia from 1987 until his ouster during the 2011 Arab Spring uprising.
  • B. Ben Ali
    Ben Ali was a restaurateur best known as the founder of Washington, D.C.’s iconic eatery Ben’s Chili Bowl.
  • C. Menzel Bourguiba
    Menzel Bourguiba is an industrial town in northern Tunisia known historically for its shipbuilding and naval base on Lake Bizerte.
  • D. Saïd Ben Saïd
    Saïd Ben Saïd is a Tunisian-French film producer known for collaborating with prominent directors on acclaimed international films.
  • E. Chadli Bendjedid
    Chadli Bendjedid was the third President of Algeria, known for initiating political and economic liberalization after years of single-party rule.
  • F. None of above.

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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ce19344819083d323077b742bc3 completed April 18, 2026, 7:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004598ec088190be80ad70e3f1357e completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00461390608190848c3b896042f1fd completed May 10, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_6a0046a88e048190baa78506808171b8 completed May 10, 2026, 8:49 a.m.
Created at: April 10, 2026, 5:10 a.m.