Triple
T21382527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal-Khénifra |
E527397
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Kasba Tadla
Kasba Tadla is a historic town in central Morocco known for its strategic location along the Oum Er-Rbia River and its role as a regional commercial center.
|
E1481328
|
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: Kasba Tadla | Statement: [Beni Mellal-Khénifra, majorCity, Kasba Tadla]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kasba Tadla Context triple: [Beni Mellal-Khénifra, majorCity, Kasba Tadla]
-
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.
Sidi Tiqi
Sidi Tiqi is a locality in Safi Province in the Casablanca-Settat region of western Morocco.
-
C.
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.
-
D.
Aït Toudert
Aït Toudert is a town located in the Kabylie region of northern Algeria, within the mountainous area of Tizi Ouzou.
-
E.
Aït Bouaddou
Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
- 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: Kasba Tadla Triple: [Beni Mellal-Khénifra, majorCity, Kasba Tadla]
Generated description
Kasba Tadla is a historic town in central Morocco known for its strategic location along the Oum Er-Rbia River and its role as a regional commercial center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kasba Tadla Target entity description: Kasba Tadla is a historic town in central Morocco known for its strategic location along the Oum Er-Rbia River and its role as a regional commercial center.
-
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.
Sidi Tiqi
Sidi Tiqi is a locality in Safi Province in the Casablanca-Settat region of western Morocco.
-
C.
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.
-
D.
Aït Toudert
Aït Toudert is a town located in the Kabylie region of northern Algeria, within the mountainous area of Tizi Ouzou.
-
E.
Aït Bouaddou
Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0d1fa1c8190b3374e0bb3a971fc |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b426553881909477ea3902819672 |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b5e6d1ac8190aeec88859d17d257 |
completed | May 17, 2026, 12:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b699fef081909797a5fc50814cb9 |
completed | May 17, 2026, 12:37 p.m. |
Created at: April 16, 2026, 5:12 p.m.