Triple
T5309489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal |
E118986
|
entity |
| Predicate | hasHeritageSite |
P923
|
FINISHED |
| Object |
Kasbah Bel-Kush
Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
|
E510720
|
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: Kasbah Bel-Kush | Statement: [Beni Mellal, hasHeritageSite, Kasbah Bel-Kush]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kasbah Bel-Kush Context triple: [Beni Mellal, hasHeritageSite, Kasbah Bel-Kush]
-
A.
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.
-
B.
Ksar el-Kebir
Ksar el-Kebir is a historic city in northern Morocco known for its agricultural importance and as the site of the 1578 Battle of Alcácer Quibir.
-
C.
Kasbah hill
Kasbah hill is a prominent elevated site in Agadir, Morocco, known for its historic fortress ruins and panoramic views over the city and coastline.
-
D.
Kasbah of the Udayas
The Kasbah of the Udayas is a historic fortified citadel overlooking the Atlantic Ocean, renowned for its narrow blue-and-white streets and strategic position at the mouth of the Bou Regreg river.
-
E.
Aït Benhaddou
Aït Benhaddou is a historic fortified village and UNESCO World Heritage Site in southern Morocco, famed for its traditional earthen architecture and frequent use as a film location.
- 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: Kasbah Bel-Kush Triple: [Beni Mellal, hasHeritageSite, Kasbah Bel-Kush]
Generated description
Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kasbah Bel-Kush Target entity description: Kasbah Bel-Kush is a historic fortress and cultural landmark located in the Moroccan city of Beni Mellal.
-
A.
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.
-
B.
Ksar el-Kebir
Ksar el-Kebir is a historic city in northern Morocco known for its agricultural importance and as the site of the 1578 Battle of Alcácer Quibir.
-
C.
Kasbah hill
Kasbah hill is a prominent elevated site in Agadir, Morocco, known for its historic fortress ruins and panoramic views over the city and coastline.
-
D.
Kasbah of the Udayas
The Kasbah of the Udayas is a historic fortified citadel overlooking the Atlantic Ocean, renowned for its narrow blue-and-white streets and strategic position at the mouth of the Bou Regreg river.
-
E.
Aït Benhaddou
Aït Benhaddou is a historic fortified village and UNESCO World Heritage Site in southern Morocco, famed for its traditional earthen architecture and frequent use as a film location.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8532c26c819084f5b8de542cd309 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10ffb1f08190aba4c1c860085c92 |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf14c687908190bafa9f99e10d7698 |
completed | March 21, 2026, 9:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf15675c888190ae8107fdab02aa25 |
completed | March 21, 2026, 10:02 p.m. |
Created at: March 20, 2026, 1:53 p.m.