Triple
T5241992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khenifra |
E118364
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Khénifra Province
Khénifra Province is an administrative division in central Morocco known for its mountainous landscapes, Amazigh (Berber) culture, and forests within the Middle Atlas region.
|
E507142
|
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: Khénifra Province | Statement: [Khenifra, locatedIn, Khénifra Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khénifra Province Context triple: [Khenifra, locatedIn, Khénifra Province]
-
A.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
B.
Nouaceur Province
Nouaceur Province is an administrative division in the Casablanca-Settat region of Morocco that includes the area served by Mohammed V International Airport.
-
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.
Oum El Bouaghi Province
Oum El Bouaghi Province is an inland administrative region in northeastern Algeria known for its predominantly Chaoui Amazigh population and agricultural economy.
-
E.
Annaba Province
Annaba Province is an administrative region in northeastern Algeria, centered around the coastal city of Annaba and known for its Mediterranean shoreline and industrial activities.
- 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: Khénifra Province Triple: [Khenifra, locatedIn, Khénifra Province]
Generated description
Khénifra Province is an administrative division in central Morocco known for its mountainous landscapes, Amazigh (Berber) culture, and forests within the Middle Atlas region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khénifra Province Target entity description: Khénifra Province is an administrative division in central Morocco known for its mountainous landscapes, Amazigh (Berber) culture, and forests within the Middle Atlas region.
-
A.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
B.
Nouaceur Province
Nouaceur Province is an administrative division in the Casablanca-Settat region of Morocco that includes the area served by Mohammed V International Airport.
-
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.
Oum El Bouaghi Province
Oum El Bouaghi Province is an inland administrative region in northeastern Algeria known for its predominantly Chaoui Amazigh population and agricultural economy.
-
E.
Annaba Province
Annaba Province is an administrative region in northeastern Algeria, centered around the coastal city of Annaba and known for its Mediterranean shoreline and industrial activities.
- 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b4c6fa8819099442b1b110e51fb |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe65e3048190899a6316dc4c89eb |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69beff4322308190b252820e7213f05e |
completed | March 21, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beffe02d208190b857d6aaa4d85dae |
completed | March 21, 2026, 8:30 p.m. |
Created at: March 20, 2026, 1:49 p.m.