Triple
T9598832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DH |
E231798
|
entity |
| Predicate | languageContext |
P36
|
FINISHED |
| Object |
French in Morocco
French in Morocco refers to the widespread use of the French language in Moroccan education, administration, business, and media, reflecting the country’s colonial history and ongoing francophone ties.
|
E808715
|
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: French in Morocco | Statement: [DH, languageContext, French in Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French in Morocco Context triple: [DH, languageContext, French in Morocco]
-
A.
French Algerian
French Algerian refers to people of French descent born in or closely connected to Algeria, often associated with the colonial era and a blended French–North African cultural identity.
-
B.
Moroccan
Moroccan refers to a person or thing originating from Morocco, a North African country known for its diverse Arab, Berber, and African cultural heritage.
-
C.
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.
-
D.
Kabyle
Kabyle is a major Northern Berber language spoken primarily in the Kabylie region of Algeria by the Kabyle people.
-
E.
Tashelhit
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
- 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: French in Morocco Triple: [DH, languageContext, French in Morocco]
Generated description
French in Morocco refers to the widespread use of the French language in Moroccan education, administration, business, and media, reflecting the country’s colonial history and ongoing francophone ties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French in Morocco Target entity description: French in Morocco refers to the widespread use of the French language in Moroccan education, administration, business, and media, reflecting the country’s colonial history and ongoing francophone ties.
-
A.
French Algerian
French Algerian refers to people of French descent born in or closely connected to Algeria, often associated with the colonial era and a blended French–North African cultural identity.
-
B.
Moroccan
Moroccan refers to a person or thing originating from Morocco, a North African country known for its diverse Arab, Berber, and African cultural heritage.
-
C.
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.
-
D.
Kabyle
Kabyle is a major Northern Berber language spoken primarily in the Kabylie region of Algeria by the Kabyle people.
-
E.
Tashelhit
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
- 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_69ca8484838c8190b2049199d22fef70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a3819608190b3c280f5e1845f85 |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d161a4a7ac81909060a929e5489512 |
completed | April 4, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69d16387182c8190bd2115dbffb31d5c |
completed | April 4, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d163e654388190ba9b617e6fac18ad |
completed | April 4, 2026, 7:17 p.m. |
Created at: March 30, 2026, 8:07 p.m.