Triple
T3905403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Morocco |
E87192
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Chefchaouen
Chefchaouen is a picturesque Moroccan city famed for its blue-painted streets and buildings nestled in the Rif Mountains.
|
E397676
|
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: Chefchaouen | Statement: [Northern Morocco, hasMajorCity, Chefchaouen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chefchaouen Context triple: [Northern Morocco, hasMajorCity, Chefchaouen]
-
A.
Medina of Essaouira
The Medina of Essaouira is a historic fortified port city on Morocco’s Atlantic coast, renowned for its well-preserved 18th-century architecture, coastal ramparts, and blend of European and North African influences.
-
B.
Sidi Bou Said
Sidi Bou Said is a picturesque coastal village in northern Tunisia, famed for its blue-and-white architecture, cliffside views over the Mediterranean, and vibrant artistic heritage.
-
C.
Nador
Nador is a coastal city in northeastern Morocco known as an important commercial and fishing port on the Mediterranean.
-
D.
Salé
Salé is a historic coastal city in northwestern Morocco, situated across the Bou Regreg River from the capital, Rabat.
-
E.
Moroccan medina
A Moroccan medina is the historic, walled old quarter of a Moroccan city, characterized by narrow winding streets, traditional markets (souks), and dense, centuries-old 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: Chefchaouen Triple: [Northern Morocco, hasMajorCity, Chefchaouen]
Generated description
Chefchaouen is a picturesque Moroccan city famed for its blue-painted streets and buildings nestled in the Rif Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chefchaouen Target entity description: Chefchaouen is a picturesque Moroccan city famed for its blue-painted streets and buildings nestled in the Rif Mountains.
-
A.
Medina of Essaouira
The Medina of Essaouira is a historic fortified port city on Morocco’s Atlantic coast, renowned for its well-preserved 18th-century architecture, coastal ramparts, and blend of European and North African influences.
-
B.
Sidi Bou Said
Sidi Bou Said is a picturesque coastal village in northern Tunisia, famed for its blue-and-white architecture, cliffside views over the Mediterranean, and vibrant artistic heritage.
-
C.
Nador
Nador is a coastal city in northeastern Morocco known as an important commercial and fishing port on the Mediterranean.
-
D.
Salé
Salé is a historic coastal city in northwestern Morocco, situated across the Bou Regreg River from the capital, Rabat.
-
E.
Moroccan medina
A Moroccan medina is the historic, walled old quarter of a Moroccan city, characterized by narrow winding streets, traditional markets (souks), and dense, centuries-old 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed1102b08190a9f5087ff9be0358 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cace2b88190981e3516123a417d |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d9fd9388190bef2020b97b2fc80 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e3325f08190a630644d0b6f7d76 |
completed | March 14, 2026, 8:37 a.m. |
Created at: March 9, 2026, 3:22 p.m.