Triple

T21516659
Position Surface form Disambiguated ID Type / Status
Subject Saad Hariri E530859 entity
Predicate mother P120 FINISHED
Object Nidal Bustani
Nidal Bustani is the mother of Lebanese politician and former Prime Minister Saad Hariri.
E1488931 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: Nidal Bustani | Statement: [Saad Hariri, mother, Nidal Bustani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nidal Bustani
Context triple: [Saad Hariri, mother, Nidal Bustani]
  • A. Nidal Ayyad
    Nidal Ayyad is a Kuwaiti-born chemical engineer and Islamist militant who was convicted for his role in planning and carrying out the 1993 World Trade Center bombing in New York City.
  • B. Nidal Nasser
    Nidal Nasser is a professional esports player best known for being named the NBA 2K League’s Most Valuable Player during its 2019 season.
  • C. Adnan al-Kaissie
    Adnan al-Kaissie is an Iraqi-born professional wrestler and wrestling promoter, best known for his in-ring career under the name Adnan Al-Kaissie or General Adnan in American promotions such as the WWF.
  • D. Ghaith Abdul-Ahad
    Ghaith Abdul-Ahad is an Iraqi journalist and war correspondent renowned for his frontline reporting from conflict zones across the Middle East.
  • E. Marwan Hamadeh
    Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
  • 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: Nidal Bustani
Triple: [Saad Hariri, mother, Nidal Bustani]
Generated description
Nidal Bustani is the mother of Lebanese politician and former Prime Minister Saad Hariri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nidal Bustani
Target entity description: Nidal Bustani is the mother of Lebanese politician and former Prime Minister Saad Hariri.
  • A. Nidal Ayyad
    Nidal Ayyad is a Kuwaiti-born chemical engineer and Islamist militant who was convicted for his role in planning and carrying out the 1993 World Trade Center bombing in New York City.
  • B. Nidal Nasser
    Nidal Nasser is a professional esports player best known for being named the NBA 2K League’s Most Valuable Player during its 2019 season.
  • C. Adnan al-Kaissie
    Adnan al-Kaissie is an Iraqi-born professional wrestler and wrestling promoter, best known for his in-ring career under the name Adnan Al-Kaissie or General Adnan in American promotions such as the WWF.
  • D. Ghaith Abdul-Ahad
    Ghaith Abdul-Ahad is an Iraqi journalist and war correspondent renowned for his frontline reporting from conflict zones across the Middle East.
  • E. Marwan Hamadeh
    Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
  • 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_69e0c45d95a081908e7962ad215da746 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee814278e08190a66d516bed0726b5 completed April 26, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e822da6081909eced309887f72a7 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e8b42b3481908fd96c48eb42625f completed May 17, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_6a09e92defe88190af0afcb3b97e95cf completed May 17, 2026, 4:13 p.m.
Created at: April 16, 2026, 6:25 p.m.