Triple

T7824124
Position Surface form Disambiguated ID Type / Status
Subject Ashraf E181202 entity
Predicate hasVariant P455 FINISHED
Object Achraf
Achraf is a masculine given name of Arabic origin, commonly used in North Africa and the Middle East.
 E695213 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: Achraf | Statement: [Ashraf, hasVariant, Achraf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Achraf
Context triple: [Ashraf, hasVariant, Achraf]
  • A. Karim
    Karim is a French professional footballer widely recognized as one of the most prolific strikers of his generation.
  • B. Karim
    Karim is a surname most prominently associated with Jawed Karim, the computer scientist and entrepreneur who co-founded YouTube.
  • C. Karim
    Karim is the birth name of Moroccan-American rapper and producer French Montana.
  • D. Karim
    Karim is the given first name of American actor and tap dancer Dulé Hill.
  • E. Makhlouf
    Makhlouf is a prominent Syrian family name associated with influential figures in the country’s political and economic elite.
  • 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: Achraf
Triple: [Ashraf, hasVariant, Achraf]
Generated description
Achraf is a masculine given name of Arabic origin, commonly used in North Africa and the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Achraf
Target entity description: Achraf is a masculine given name of Arabic origin, commonly used in North Africa and the Middle East.
  • A. Karim
    Karim is a French professional footballer widely recognized as one of the most prolific strikers of his generation.
  • B. Karim
    Karim is a surname most prominently associated with Jawed Karim, the computer scientist and entrepreneur who co-founded YouTube.
  • C. Karim
    Karim is the birth name of Moroccan-American rapper and producer French Montana.
  • D. Karim
    Karim is the given first name of American actor and tap dancer Dulé Hill.
  • E. Makhlouf
    Makhlouf is a prominent Syrian family name associated with influential figures in the country’s political and economic elite.
  • 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_69ca8282ccec819083c48efb72d21cf9 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa0abff08190b0245ceca5f20cae completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14aefd4881908ffa5825f4ba6eff completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a6fc16c8190827593f58b9d742d completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:42 p.m.