Triple

T21516639
Position Surface form Disambiguated ID Type / Status
Subject Saad Hariri E530859 entity
Predicate familyName P18 FINISHED
Object Hariri
Hariri is a prominent Lebanese political and business family best known for producing former prime ministers Rafic Hariri and his son Saad Hariri.
E1507767 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: Hariri | Statement: [Saad Hariri, familyName, Hariri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hariri
Context triple: [Saad Hariri, familyName, Hariri]
  • A. al-Hariri
    al-Hariri is the family name of Al-Hariri of Basra, a renowned medieval Arab poet and author celebrated for his maqamat (rhymed prose narratives).
  • B. Saad Hariri
    Saad Hariri is a Lebanese politician and businessman who has served multiple terms as Prime Minister and is a leading Sunni figure in Lebanon’s post-civil war political landscape.
  • C. Rafic Hariri
    Rafic Hariri was a Lebanese businessman and politician who served multiple terms as Prime Minister and played a major role in the post-civil war reconstruction of Lebanon.
  • D. Nazik Hariri
    Nazik Hariri is a Lebanese philanthropist and social figure best known as the widow of former Lebanese Prime Minister Rafic Hariri and for her charitable and educational initiatives.
  • E. Burhan Ghalioun
    Burhan Ghalioun is a Syrian-French academic and opposition figure who became a prominent political leader during the early stages of the Syrian uprising.
  • 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: Hariri
Triple: [Saad Hariri, familyName, Hariri]
Generated description
Hariri is a prominent Lebanese political and business family best known for producing former prime ministers Rafic Hariri and his son Saad Hariri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hariri
Target entity description: Hariri is a prominent Lebanese political and business family best known for producing former prime ministers Rafic Hariri and his son Saad Hariri.
  • A. al-Hariri
    al-Hariri is the family name of Al-Hariri of Basra, a renowned medieval Arab poet and author celebrated for his maqamat (rhymed prose narratives).
  • B. Saad Hariri
    Saad Hariri is a Lebanese politician and businessman who has served multiple terms as Prime Minister and is a leading Sunni figure in Lebanon’s post-civil war political landscape.
  • C. Rafic Hariri
    Rafic Hariri was a Lebanese businessman and politician who served multiple terms as Prime Minister and played a major role in the post-civil war reconstruction of Lebanon.
  • D. Nazik Hariri
    Nazik Hariri is a Lebanese philanthropist and social figure best known as the widow of former Lebanese Prime Minister Rafic Hariri and for her charitable and educational initiatives.
  • E. Burhan Ghalioun
    Burhan Ghalioun is a Syrian-French academic and opposition figure who became a prominent political leader during the early stages of the Syrian uprising.
  • 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_6a0a59ee34cc8190857b9ac2c563f2fc completed May 18, 2026, 12:14 a.m.
NEDg Description generation batch_6a0a5b34e1948190868859eae050ed22 completed May 18, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0a5bce1c388190aa0149fab353f30f completed May 18, 2026, 12:22 a.m.
Created at: April 16, 2026, 6:25 p.m.