Triple

T19104943
Position Surface form Disambiguated ID Type / Status
Subject Ibrahim Ag Alhabib E467628 entity
Predicate familyName P18 FINISHED
Object Ag Alhabib
Ag Alhabib is a Tuareg surname most notably borne by Malian musician Ibrahim Ag Alhabib, founder of the band Tinariwen.
E1358427 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: Ag Alhabib | Statement: [Ibrahim Ag Alhabib, familyName, Ag Alhabib]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ag Alhabib
Context triple: [Ibrahim Ag Alhabib, familyName, Ag Alhabib]
  • A. Abu Hunaik
    Abu Hunaik is the Arabic nickname of British soldier and administrator John Bagot Glubb, who led and reorganized the Arab Legion in Transjordan (later Jordan) in the mid-20th century.
  • B. Abu Khaled
    Abu Khaled is an alias of Mohammed Deif, the elusive and long-time military commander of Hamas’s armed wing.
  • C. Abu Habba
    Abu Habba is an ancient Mesopotamian archaeological site in modern-day Iraq, best known as the location of the Sumerian city of Sippar.
  • D. Al-Jabbar
    Al-Jabbar is one of the traditional Islamic Names of God, commonly understood to mean “The Compeller” or “The Restorer,” emphasizing God’s absolute power and ability to mend all things.
  • E. Ali Abdul
    Ali Abdul is a beloved supporting character in the Netflix series "Squid Game," portrayed as a kind-hearted Pakistani migrant worker who participates in the deadly competition.
  • 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: Ag Alhabib
Triple: [Ibrahim Ag Alhabib, familyName, Ag Alhabib]
Generated description
Ag Alhabib is a Tuareg surname most notably borne by Malian musician Ibrahim Ag Alhabib, founder of the band Tinariwen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ag Alhabib
Target entity description: Ag Alhabib is a Tuareg surname most notably borne by Malian musician Ibrahim Ag Alhabib, founder of the band Tinariwen.
  • A. Abu Hunaik
    Abu Hunaik is the Arabic nickname of British soldier and administrator John Bagot Glubb, who led and reorganized the Arab Legion in Transjordan (later Jordan) in the mid-20th century.
  • B. Abu Khaled
    Abu Khaled is an alias of Mohammed Deif, the elusive and long-time military commander of Hamas’s armed wing.
  • C. Abu Habba
    Abu Habba is an ancient Mesopotamian archaeological site in modern-day Iraq, best known as the location of the Sumerian city of Sippar.
  • D. Al-Jabbar
    Al-Jabbar is one of the traditional Islamic Names of God, commonly understood to mean “The Compeller” or “The Restorer,” emphasizing God’s absolute power and ability to mend all things.
  • E. Ali Abdul
    Ali Abdul is a beloved supporting character in the Netflix series "Squid Game," portrayed as a kind-hearted Pakistani migrant worker who participates in the deadly competition.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3704c688190b84ef82da45d0862 completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda026d48190a4d35291d49f497e completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcf14788190a75298641ba20e0e completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e10ae8188190a9dce95fa838ff7f completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.