Triple

T8890105
Position Surface form Disambiguated ID Type / Status
Subject Sam Asghari E211640 entity
Predicate familyName P18 FINISHED
Object Asghari
Asghari is the surname of Sam Asghari, an Iranian-American model, actor, and fitness trainer known for his high-profile relationship with singer Britney Spears.
 E763718 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: Asghari | Statement: [Sam Asghari, familyName, Asghari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Asghari
Context triple: [Sam Asghari, familyName, Asghari]
  • A. Aghbal
    Aghbal is a locality in northern Algeria situated within Tipaza Province, known for its rural character in the coastal Tell region.
  • B. Asharaf
    Asharaf is a masculine given name, commonly used in South Asian and Middle Eastern cultures, that is a variant spelling of the name Ashraf.
  • C. Agha
    Agha was a high-ranking Ottoman military and administrative title often associated with commanders and senior officials, including leaders of elite units like the Janissaries.
  • D. Akhsar
    Akhsar is a heroic figure from the Nart sagas, the traditional epic folklore of the peoples of the Caucasus.
  • E. Miani
    Miani is a village in the Sindh region of present-day Pakistan, historically notable as the site of the 1843 Battle of Miani between British forces and the Talpur Amirs.
  • 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: Asghari
Triple: [Sam Asghari, familyName, Asghari]
Generated description
Asghari is the surname of Sam Asghari, an Iranian-American model, actor, and fitness trainer known for his high-profile relationship with singer Britney Spears.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Asghari
Target entity description: Asghari is the surname of Sam Asghari, an Iranian-American model, actor, and fitness trainer known for his high-profile relationship with singer Britney Spears.
  • A. Aghbal
    Aghbal is a locality in northern Algeria situated within Tipaza Province, known for its rural character in the coastal Tell region.
  • B. Asharaf
    Asharaf is a masculine given name, commonly used in South Asian and Middle Eastern cultures, that is a variant spelling of the name Ashraf.
  • C. Agha
    Agha was a high-ranking Ottoman military and administrative title often associated with commanders and senior officials, including leaders of elite units like the Janissaries.
  • D. Akhsar
    Akhsar is a heroic figure from the Nart sagas, the traditional epic folklore of the peoples of the Caucasus.
  • E. Miani
    Miani is a village in the Sindh region of present-day Pakistan, historically notable as the site of the 1843 Battle of Miani between British forces and the Talpur Amirs.
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabf01d048190bed52b5b001d7ffa completed April 3, 2026, noon
NEDg Description generation batch_69cfac9d65ac8190a8234e9999d14ec1 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad0a02888190a960e7b551ca2534 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:53 p.m.