Triple

T19875720
Position Surface form Disambiguated ID Type / Status
Subject Najib Mikati E477629 entity
Predicate hasChild P369 FINISHED
Object Azmi Mikati
Azmi Mikati is a Lebanese businessman known for his leadership roles in the family’s telecommunications ventures and as the son of billionaire and former Lebanese Prime Minister Najib Mikati.
E1402471 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: Azmi Mikati | Statement: [Najib Mikati, hasChild, Azmi Mikati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azmi Mikati
Context triple: [Najib Mikati, hasChild, Azmi Mikati]
  • A. Taha Mikati
    Taha Mikati is a Lebanese businessman and billionaire known for co-founding the telecommunications company Investcom and for his prominent role in the Mikati family's business empire.
  • B. Rafiq al-Natsheh
    Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
  • C. Maher Mikati
    Maher Mikati is a Lebanese businessman and member of the prominent Mikati family, known for their significant influence in politics and telecommunications.
  • D. Abdul Hamid Dbeibeh
    Abdul Hamid Dbeibeh is a Libyan politician and businessman who has served as the interim prime minister leading Libya’s internationally recognized unity government formed through a UN-backed political process.
  • E. Sari Nusseibeh
    Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
  • 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: Azmi Mikati
Triple: [Najib Mikati, hasChild, Azmi Mikati]
Generated description
Azmi Mikati is a Lebanese businessman known for his leadership roles in the family’s telecommunications ventures and as the son of billionaire and former Lebanese Prime Minister Najib Mikati.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azmi Mikati
Target entity description: Azmi Mikati is a Lebanese businessman known for his leadership roles in the family’s telecommunications ventures and as the son of billionaire and former Lebanese Prime Minister Najib Mikati.
  • A. Taha Mikati
    Taha Mikati is a Lebanese businessman and billionaire known for co-founding the telecommunications company Investcom and for his prominent role in the Mikati family's business empire.
  • B. Rafiq al-Natsheh
    Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
  • C. Maher Mikati chosen
    Maher Mikati is a Lebanese businessman and member of the prominent Mikati family, known for their significant influence in politics and telecommunications.
  • D. Abdul Hamid Dbeibeh
    Abdul Hamid Dbeibeh is a Libyan politician and businessman who has served as the interim prime minister leading Libya’s internationally recognized unity government formed through a UN-backed political process.
  • E. Sari Nusseibeh
    Sari Nusseibeh is a prominent Palestinian philosopher, academic, and political figure known for his advocacy of nonviolence and a two-state solution to the Israeli–Palestinian conflict.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658db058c8190b7bf0b003ead5bfc completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdbbf76481908ec131f3dd4067aa completed May 16, 2026, 5:16 a.m.
NEDg Description generation batch_6a07fe72f47c8190b63c6f528656329e completed May 16, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_6a080261c6f88190a2ede168aab944b6 completed May 16, 2026, 5:36 a.m.
Created at: April 10, 2026, 1:52 p.m.