Triple
T19206029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Todgha Gorges |
E480234
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Todgha Valley
Todgha Valley is a scenic river valley in the eastern High Atlas of Morocco, renowned for its dramatic red-rock canyons, including the famous Todgha Gorges, and traditional Berber villages.
|
E1364269
|
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: Todgha Valley | Statement: [Todgha Gorges, partOf, Todgha Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todgha Valley Context triple: [Todgha Gorges, partOf, Todgha Valley]
-
A.
Razlog Valley
Razlog Valley is a scenic highland basin in southwestern Bulgaria, surrounded by the Pirin, Rila, and Rhodope Mountains and known for its ski resorts and natural beauty.
-
B.
Haramosh Valley
Haramosh Valley is a mountainous valley in northern Pakistan known for its dramatic Himalayan landscapes, including the prominent Haramosh Peak, and its Shina-speaking local communities.
-
C.
Tamina Valley
Tamina Valley is a scenic alpine valley in eastern Switzerland known for its thermal springs, dramatic gorge, and popular hiking routes.
-
D.
Ounila Valley
The Ounila Valley is a scenic river valley in southern Morocco known for its traditional Berber villages, kasbahs, and dramatic desert-mountain landscapes along the historic caravan route between Ouarzazate and Marrakesh.
-
E.
Tiétar Valley
Tiétar Valley is a fertile, river-carved valley in central Spain known for its mild microclimate, agriculture, and scenic natural 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: Todgha Valley Triple: [Todgha Gorges, partOf, Todgha Valley]
Generated description
Todgha Valley is a scenic river valley in the eastern High Atlas of Morocco, renowned for its dramatic red-rock canyons, including the famous Todgha Gorges, and traditional Berber villages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todgha Valley Target entity description: Todgha Valley is a scenic river valley in the eastern High Atlas of Morocco, renowned for its dramatic red-rock canyons, including the famous Todgha Gorges, and traditional Berber villages.
-
A.
Razlog Valley
Razlog Valley is a scenic highland basin in southwestern Bulgaria, surrounded by the Pirin, Rila, and Rhodope Mountains and known for its ski resorts and natural beauty.
-
B.
Haramosh Valley
Haramosh Valley is a mountainous valley in northern Pakistan known for its dramatic Himalayan landscapes, including the prominent Haramosh Peak, and its Shina-speaking local communities.
-
C.
Tamina Valley
Tamina Valley is a scenic alpine valley in eastern Switzerland known for its thermal springs, dramatic gorge, and popular hiking routes.
-
D.
Ounila Valley
The Ounila Valley is a scenic river valley in southern Morocco known for its traditional Berber villages, kasbahs, and dramatic desert-mountain landscapes along the historic caravan route between Ouarzazate and Marrakesh.
-
E.
Tiétar Valley
Tiétar Valley is a fertile, river-carved valley in central Spain known for its mild microclimate, agriculture, and scenic natural 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f99d8ad0819098ebd4ee007149f1 |
completed | April 20, 2026, 10:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0700e0a45c81909ff542041cf0626d |
completed | May 15, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a0701b45878819090790895e37bdaca |
completed | May 15, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07022bed5c81909bfbad71467c9aa2 |
completed | May 15, 2026, 11:23 a.m. |
Created at: April 10, 2026, 1:19 p.m.