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.