Triple
T667774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fez |
E12903
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
|
E87192
|
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: northern Morocco | Statement: [Fez, locatedIn, northern Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Morocco Context triple: [Fez, locatedIn, northern Morocco]
-
A.
North Africa
North Africa is a region encompassing the northernmost countries of the African continent, characterized by its Sahara Desert landscapes, Mediterranean coastline, and a cultural blend of Arab, Berber, and African influences.
-
B.
Morocco
Morocco is a North African country known for its rich blend of Arab, Berber, and European cultural influences, historic cities like Marrakech and Fez, and diverse landscapes ranging from Atlantic coastlines to the Atlas Mountains and Sahara Desert.
-
C.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
D.
French Morocco
French Morocco was a French protectorate in North Africa (1912–1956) that encompassed much of present-day Morocco and served as a key colonial administrative and economic center for France.
-
E.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
- 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: northern Morocco Triple: [Fez, locatedIn, northern Morocco]
Generated description
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: northern Morocco Target entity description: Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
A.
North Africa
North Africa is a region encompassing the northernmost countries of the African continent, characterized by its Sahara Desert landscapes, Mediterranean coastline, and a cultural blend of Arab, Berber, and African influences.
-
B.
Morocco
Morocco is a North African country known for its rich blend of Arab, Berber, and European cultural influences, historic cities like Marrakech and Fez, and diverse landscapes ranging from Atlantic coastlines to the Atlas Mountains and Sahara Desert.
-
C.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
D.
French Morocco
French Morocco was a French protectorate in North Africa (1912–1956) that encompassed much of present-day Morocco and served as a key colonial administrative and economic center for France.
-
E.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
- 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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49ff921288190a2e5edb201ba69ee |
completed | March 1, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6374a189c81908f7bc0828e9ff382 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a647001b4481909654167ccfe6f434 |
completed | March 3, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6476b3a048190a80683422d29befd |
completed | March 3, 2026, 2:28 a.m. |
Created at: March 1, 2026, 7:36 p.m.