Triple
T4983973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drâa-Tafilalet |
E111955
|
entity |
| Predicate | containsValley |
P650
|
FINISHED |
| Object |
Drâa Valley
Drâa Valley is a scenic river valley in southeastern Morocco known for its palm groves, ancient kasbahs, and oasis settlements along the Drâa River.
|
E484161
|
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: Drâa Valley | Statement: [Drâa-Tafilalet, containsValley, Drâa Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Drâa Valley Context triple: [Drâa-Tafilalet, containsValley, Drâa Valley]
-
A.
Bou Regreg Valley
Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
-
B.
Medjerda River valley
The Medjerda River valley is a fertile and historically significant river valley in northern Tunisia, known as the country’s primary agricultural heartland and the corridor of its longest river.
-
C.
Drâa-Tafilalet
Drâa-Tafilalet is an administrative region in southeastern Morocco known for its desert landscapes, oases, and location along the Atlas mountain ranges.
-
D.
Oued ed-Dahab
Oued ed-Dahab is a region in the disputed territory of Western Sahara, known for its arid desert landscape and strategic Atlantic coastline.
-
E.
Aït Mansour Gorge
Aït Mansour Gorge is a scenic, palm-lined canyon in Morocco known for its dramatic rock formations, traditional Berber villages, and oasis landscapes.
- 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: Drâa Valley Triple: [Drâa-Tafilalet, containsValley, Drâa Valley]
Generated description
Drâa Valley is a scenic river valley in southeastern Morocco known for its palm groves, ancient kasbahs, and oasis settlements along the Drâa River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Drâa Valley Target entity description: Drâa Valley is a scenic river valley in southeastern Morocco known for its palm groves, ancient kasbahs, and oasis settlements along the Drâa River.
-
A.
Bou Regreg Valley
Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
-
B.
Medjerda River valley
The Medjerda River valley is a fertile and historically significant river valley in northern Tunisia, known as the country’s primary agricultural heartland and the corridor of its longest river.
-
C.
Drâa-Tafilalet
Drâa-Tafilalet is an administrative region in southeastern Morocco known for its desert landscapes, oases, and location along the Atlas mountain ranges.
-
D.
Oued ed-Dahab
Oued ed-Dahab is a region in the disputed territory of Western Sahara, known for its arid desert landscape and strategic Atlantic coastline.
-
E.
Aït Mansour Gorge
Aït Mansour Gorge is a scenic, palm-lined canyon in Morocco known for its dramatic rock formations, traditional Berber villages, and oasis landscapes.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7255d7b4819098b537df5b1a4c3c |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a1891c48190b85bec5e97f75e44 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8afcf5f0819094fd6351a8f377cc |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:33 p.m.