Triple

T7568474
Position Surface form Disambiguated ID Type / Status
Subject Anisa Makhlouf E179179 entity
Predicate memberOf P10 FINISHED
Object Assad family
The Assad family is a powerful Syrian political dynasty that has ruled the country for decades, most prominently through the presidencies of Hafez al-Assad and his son Bashar al-Assad.
 E675571 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: Assad family | Statement: [Anisa Makhlouf, memberOf, Assad family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Assad family
Context triple: [Anisa Makhlouf, memberOf, Assad family]
  • A. Hussein family
    The Hussein family is the influential Iraqi clan of former president Saddam Hussein, long prominent in the country’s political and social elite.
  • B. Makhlouf family
    The Makhlouf family is a powerful Syrian clan closely tied to the Assad regime, known for its significant political influence and extensive business interests.
  • C. Gemayel family
    The Gemayel family is a prominent Lebanese Maronite Christian political dynasty that has played a central role in the country’s modern history, including leadership of the Kataeb (Phalange) Party and the presidency.
  • D. Boulos family
    The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
  • E. al-Husseini family
    The al-Husseini family is a prominent Palestinian Arab clan from Jerusalem historically influential in religious, political, and nationalist leadership.
  • 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: Assad family
Triple: [Anisa Makhlouf, memberOf, Assad family]
Generated description
The Assad family is a powerful Syrian political dynasty that has ruled the country for decades, most prominently through the presidencies of Hafez al-Assad and his son Bashar al-Assad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Assad family
Target entity description: The Assad family is a powerful Syrian political dynasty that has ruled the country for decades, most prominently through the presidencies of Hafez al-Assad and his son Bashar al-Assad.
  • A. Hussein family
    The Hussein family is the influential Iraqi clan of former president Saddam Hussein, long prominent in the country’s political and social elite.
  • B. Makhlouf family
    The Makhlouf family is a powerful Syrian clan closely tied to the Assad regime, known for its significant political influence and extensive business interests.
  • C. Gemayel family
    The Gemayel family is a prominent Lebanese Maronite Christian political dynasty that has played a central role in the country’s modern history, including leadership of the Kataeb (Phalange) Party and the presidency.
  • D. Boulos family
    The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
  • E. al-Husseini family
    The al-Husseini family is a prominent Palestinian Arab clan from Jerusalem historically influential in religious, political, and nationalist leadership.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f91d9bfc8190af6f5f8211c3dda2 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8616207f88190834dc2412001af3f completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c86211e4f88190b38bce6441e33b53 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c862b8f3688190b0abc00458f70d7e completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:51 p.m.