Triple

T4633142
Position Surface form Disambiguated ID Type / Status
Subject Nabeul Governorate E101463 entity
Predicate hasCity P316 FINISHED
Object Beni Khalled
Beni Khalled is a town in northeastern Tunisia known for its agricultural production, particularly citrus fruits, within the Nabeul region.
 E463588 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: Beni Khalled | Statement: [Nabeul Governorate, hasCity, Beni Khalled]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beni Khalled
Context triple: [Nabeul Governorate, hasCity, Beni Khalled]
  • A. Mohamed Ridouani
    Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
  • B. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • 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. Ismail Elfath
    Ismail Elfath is a prominent American soccer referee who regularly officiates high-profile Major League Soccer matches and international competitions.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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: Beni Khalled
Triple: [Nabeul Governorate, hasCity, Beni Khalled]
Generated description
Beni Khalled is a town in northeastern Tunisia known for its agricultural production, particularly citrus fruits, within the Nabeul region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beni Khalled
Target entity description: Beni Khalled is a town in northeastern Tunisia known for its agricultural production, particularly citrus fruits, within the Nabeul region.
  • A. Mohamed Ridouani
    Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
  • B. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • 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. Ismail Elfath
    Ismail Elfath is a prominent American soccer referee who regularly officiates high-profile Major League Soccer matches and international competitions.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a5d0de881909baacc5b991f5b53 completed March 20, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10330b608190a82e67ceac3b34b7 completed March 21, 2026, 3:27 a.m.
NEDg Description generation batch_69be10dca6e88190bb453403571bbdf6 completed March 21, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69be113fd1808190bdb3a047fd361fbb completed March 21, 2026, 3:32 a.m.
Created at: March 20, 2026, 1:13 p.m.