Triple
T5515880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gao |
E144681
|
entity |
| Predicate | hasFortification |
P8412
|
FINISHED |
| Object |
Fort of Gao
The Fort of Gao is a historic defensive stronghold located in the city of Gao in Mali, reflecting the region’s strategic and military significance along the Niger River.
|
E530758
|
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: Fort of Gao | Statement: [Gao, hasFortification, Fort of Gao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort of Gao Context triple: [Gao, hasFortification, Fort of Gao]
-
A.
Borj El Kebir fort
Borj El Kebir fort is a historic coastal fortress on the island of Djerba in Tunisia, notable for its Ottoman-era military architecture and strategic position overlooking the Mediterranean.
-
B.
Birgu
Birgu is a historic fortified city in Malta, renowned for its strategic harbor position and pivotal role in the island’s military and maritime history.
-
C.
Kasbah Ras El Ain
Kasbah Ras El Ain is a historic fortress overlooking the city of Beni Mellal in central Morocco, known for its panoramic views and traditional Moroccan architecture.
-
D.
Kasbah Bel-Kush
Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
-
E.
Kasbah Taourirt
Kasbah Taourirt is a historic fortified palace complex in Ouarzazate, Morocco, renowned for its traditional earthen architecture and role as a former residence of the powerful Glaoui family.
- 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: Fort of Gao Triple: [Gao, hasFortification, Fort of Gao]
Generated description
The Fort of Gao is a historic defensive stronghold located in the city of Gao in Mali, reflecting the region’s strategic and military significance along the Niger River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort of Gao Target entity description: The Fort of Gao is a historic defensive stronghold located in the city of Gao in Mali, reflecting the region’s strategic and military significance along the Niger River.
-
A.
Borj El Kebir fort
Borj El Kebir fort is a historic coastal fortress on the island of Djerba in Tunisia, notable for its Ottoman-era military architecture and strategic position overlooking the Mediterranean.
-
B.
Birgu
Birgu is a historic fortified city in Malta, renowned for its strategic harbor position and pivotal role in the island’s military and maritime history.
-
C.
Kasbah Ras El Ain
Kasbah Ras El Ain is a historic fortress overlooking the city of Beni Mellal in central Morocco, known for its panoramic views and traditional Moroccan architecture.
-
D.
Kasbah Bel-Kush
Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
-
E.
Kasbah Taourirt
Kasbah Taourirt is a historic fortified palace complex in Ouarzazate, Morocco, renowned for its traditional earthen architecture and role as a former residence of the powerful Glaoui family.
- 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_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_69c027d92e0c8190ad5552d66e370a22 |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c0376eea3c8190af11dbb0030cc57d |
completed | March 22, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0384d023081909cb0d4ba4b80c07e |
completed | March 22, 2026, 6:43 p.m. |
Created at: March 22, 2026, 3:33 p.m.