Triple

T19875717
Position Surface form Disambiguated ID Type / Status
Subject Najib Mikati E477629 entity
Predicate sibling P363 FINISHED
Object 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.
E1401551 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: Taha Mikati | Statement: [Najib Mikati, sibling, Taha Mikati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taha Mikati
Context triple: [Najib Mikati, sibling, Taha Mikati]
  • A. Rafiq al-Natsheh
    Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
  • B. 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.
  • C. Khaled al-Natsheh
    Khaled al-Natsheh is a Palestinian figure known for his involvement in Islamist political and militant activities.
  • D. Nabih Berri
    Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
  • E. Fayez al-Tarawneh
    Fayez al-Tarawneh was a Jordanian politician and diplomat who twice served as prime minister and held several key governmental and ambassadorial posts.
  • 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: Taha Mikati
Triple: [Najib Mikati, sibling, Taha Mikati]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taha Mikati
Target entity description: 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.
  • A. Rafiq al-Natsheh
    Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
  • B. 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.
  • C. Khaled al-Natsheh
    Khaled al-Natsheh is a Palestinian figure known for his involvement in Islamist political and militant activities.
  • D. Nabih Berri
    Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
  • E. Fayez al-Tarawneh
    Fayez al-Tarawneh was a Jordanian politician and diplomat who twice served as prime minister and held several key governmental and ambassadorial posts.
  • 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_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_6a07ea3a02bc8190ad9d8fc40fbd3344 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ef6c2bd081908cd03ec9d30c6e3c completed May 16, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_6a07efb8b2a081909427b1b198109332 completed May 16, 2026, 4:16 a.m.
Created at: April 10, 2026, 1:52 p.m.