Triple

T5515828
Position Surface form Disambiguated ID Type / Status
Subject Timbuktu E144680 entity
Predicate hasLibrary P35 FINISHED
Object Ahmed Baba Institute
The Ahmed Baba Institute is a renowned research center and library in Timbuktu that preserves and studies thousands of historic Islamic and African manuscripts.
E339622 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 Baba Institute | Statement: [Timbuktu, hasLibrary, Ahmed Baba Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmed Baba Institute
Context triple: [Timbuktu, hasLibrary, Ahmed Baba Institute]
  • A. Sankore University
    Sankore University was a renowned medieval Islamic center of learning in Timbuktu, famed for its scholars, vast manuscript collections, and influence across West Africa.
  • B. Dar al-Maaref
    Dar al-Maaref is an Egyptian publishing house known for issuing influential Arabic literary and cultural works.
  • C. Al-Attarine Madrasa
    Al-Attarine Madrasa is a historic 14th-century Islamic college in Fez, Morocco, renowned for its exquisite Marinid architecture and intricate decorative artistry.
  • D. Academy of the Arabic Language in Cairo
    The Academy of the Arabic Language in Cairo is a leading linguistic institution responsible for standardizing and developing the Arabic language, particularly in its modern standard form.
  • E. Somali Academy of Science and Arts
    The Somali Academy of Science and Arts is Somalia’s national institution dedicated to advancing scientific research, preserving and promoting Somali language and culture, and supporting scholarly and artistic development.
  • 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 Baba Institute
Triple: [Timbuktu, hasLibrary, Ahmed Baba Institute]
Generated description
The Ahmed Baba Institute is a renowned research center and library in Timbuktu that preserves and studies thousands of historic Islamic and African manuscripts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmed Baba Institute
Target entity description: The Ahmed Baba Institute is a renowned research center and library in Timbuktu that preserves and studies thousands of historic Islamic and African manuscripts.
  • A. Sankore University chosen
    Sankore University was a renowned medieval Islamic center of learning in Timbuktu, famed for its scholars, vast manuscript collections, and influence across West Africa.
  • B. Dar al-Maaref
    Dar al-Maaref is an Egyptian publishing house known for issuing influential Arabic literary and cultural works.
  • C. Al-Attarine Madrasa
    Al-Attarine Madrasa is a historic 14th-century Islamic college in Fez, Morocco, renowned for its exquisite Marinid architecture and intricate decorative artistry.
  • D. Academy of the Arabic Language in Cairo
    The Academy of the Arabic Language in Cairo is a leading linguistic institution responsible for standardizing and developing the Arabic language, particularly in its modern standard form.
  • E. Somali Academy of Science and Arts
    The Somali Academy of Science and Arts is Somalia’s national institution dedicated to advancing scientific research, preserving and promoting Somali language and culture, and supporting scholarly and artistic development.
  • F. None of above.

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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f5d1d188190b3a222a9ecf2a0e6 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04cc5f37881909f9aa8090f6c9685 completed March 22, 2026, 8:10 p.m.
NEDg Description generation batch_69c04e827bdc819086e01e7043400452 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f088a3c81909610f1a564960e0f completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:33 p.m.