Triple

T20780267
Position Surface form Disambiguated ID Type / Status
Subject Tasmina Ahmed-Sheikh E511458 entity
Predicate familyName P18 FINISHED
Object Ahmed-Sheikh
Ahmed-Sheikh is the surname of Scottish politician and solicitor Tasmina Ahmed-Sheikh, known for her role in the Scottish National Party and public life in the UK.
E1450869 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: Ahmed-Sheikh | Statement: [Tasmina Ahmed-Sheikh, familyName, Ahmed-Sheikh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmed-Sheikh
Context triple: [Tasmina Ahmed-Sheikh, familyName, Ahmed-Sheikh]
  • A. Ahmed Ahmed
    Ahmed Ahmed is an Egyptian-American stand-up comedian and actor known for his work on the TBS sitcom "Sullivan & Son" and for exploring Middle Eastern identity and culture through comedy.
  • B. Sa’id
    Sa’id is a male given name of Arabic origin, commonly meaning "happy" or "fortunate."
  • C. Aḥmad
    Aḥmad is the given name of the renowned Egyptian Sufi master and Maliki jurist Ibn ‘Ata’ Allah al-Iskandari, a key figure in the Shadhili order.
  • D. Sheikh Ahmed
    Sheikh Ahmed was the last khan of the Great Horde, remembered for his unsuccessful struggle to preserve the remnants of the Golden Horde against rising regional powers in the late 15th and early 16th centuries.
  • E. al-Shaykh
    al-Shaykh is an Arabic surname notably borne by Lebanese novelist and short story writer Hanan al-Shaykh.
  • 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: Ahmed-Sheikh
Triple: [Tasmina Ahmed-Sheikh, familyName, Ahmed-Sheikh]
Generated description
Ahmed-Sheikh is the surname of Scottish politician and solicitor Tasmina Ahmed-Sheikh, known for her role in the Scottish National Party and public life in the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmed-Sheikh
Target entity description: Ahmed-Sheikh is the surname of Scottish politician and solicitor Tasmina Ahmed-Sheikh, known for her role in the Scottish National Party and public life in the UK.
  • A. Ahmed Ahmed
    Ahmed Ahmed is an Egyptian-American stand-up comedian and actor known for his work on the TBS sitcom "Sullivan & Son" and for exploring Middle Eastern identity and culture through comedy.
  • B. Sa’id
    Sa’id is a male given name of Arabic origin, commonly meaning "happy" or "fortunate."
  • C. Aḥmad
    Aḥmad is the given name of the renowned Egyptian Sufi master and Maliki jurist Ibn ‘Ata’ Allah al-Iskandari, a key figure in the Shadhili order.
  • D. Sheikh Ahmed
    Sheikh Ahmed was the last khan of the Great Horde, remembered for his unsuccessful struggle to preserve the remnants of the Golden Horde against rising regional powers in the late 15th and early 16th centuries.
  • E. al-Shaykh
    al-Shaykh is an Arabic surname notably borne by Lebanese novelist and short story writer Hanan al-Shaykh.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c26f99b88190a84a6889834e1e96 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8b6b01c8190b2d1ed54e8e75cf7 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08fa2628e0819083493dce1d7e025c completed May 16, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_6a08fab84ff0819092dfffe909d82cf8 completed May 16, 2026, 11:16 p.m.
Created at: April 16, 2026, 12:37 p.m.