Triple
T4736769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marrakesh-Safi |
E105143
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Essaouira Province
Essaouira Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city, beaches, and role within the Marrakesh-Safi region.
|
E475655
|
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: Essaouira Province | Statement: [Marrakesh-Safi, contains, Essaouira Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Essaouira Province Context triple: [Marrakesh-Safi, contains, Essaouira Province]
-
A.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
B.
Laâyoune Province
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
-
C.
Al Haouz Province
Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
-
D.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
E.
Fès-Meknès region
Fès-Meknès is an administrative region in north-central Morocco that includes the historic imperial cities of Fez and Meknès, known for their rich cultural heritage and traditional architecture.
- 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: Essaouira Province Triple: [Marrakesh-Safi, contains, Essaouira Province]
Generated description
Essaouira Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city, beaches, and role within the Marrakesh-Safi region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Essaouira Province Target entity description: Essaouira Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city, beaches, and role within the Marrakesh-Safi region.
-
A.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
B.
Laâyoune Province
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
-
C.
Al Haouz Province
Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
-
D.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
E.
Fès-Meknès region
Fès-Meknès is an administrative region in north-central Morocco that includes the historic imperial cities of Fez and Meknès, known for their rich cultural heritage and traditional architecture.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64831c58819098758ac1f7839b3a |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c8a20a88190a668251abbc1c7c8 |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be6092fb608190a63a32dbf115a6b2 |
completed | March 21, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be647866088190bbb572a9b8c1cfc1 |
completed | March 21, 2026, 9:27 a.m. |
Created at: March 20, 2026, 1:19 p.m.