Triple

T4911812
Position Surface form Disambiguated ID Type / Status
Subject Ouarzazate region E110249 entity
Predicate hasLandmark P105 FINISHED
Object Todgha Gorges
Todgha Gorges is a dramatic series of limestone river canyons in the eastern High Atlas of Morocco, renowned for their towering cliffs, scenic beauty, and popularity with hikers and rock climbers.
E480234 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 Gorges | Statement: [Ouarzazate region, hasLandmark, Todgha Gorges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todgha Gorges
Context triple: [Ouarzazate region, hasLandmark, Todgha Gorges]
  • A. Tamina Gorge
    Tamina Gorge is a dramatic, narrow ravine in eastern Switzerland renowned for its hot thermal springs and scenic walking paths.
  • B. Tengialti gorge
    Tengialti Gorge is a scenic natural canyon and popular eco-tourism destination in Azerbaijan’s Quba District, known for its dramatic cliffs, river views, and hiking opportunities.
  • C. Aoos Gorge
    Aoos Gorge is a dramatic river canyon in northwestern Greece, known for its steep cliffs, rich biodiversity, and popular hiking and rafting routes.
  • D. Bode Gorge
    Bode Gorge is a steep, scenic river valley in Germany’s Harz Mountains, renowned for its dramatic cliffs, hiking trails, and natural beauty.
  • E. Jeti-Ögüz Gorge
    Jeti-Ögüz Gorge is a scenic red-rock canyon and popular natural attraction in Kyrgyzstan, known for its striking sandstone formations, forests, and mountain 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 Gorges
Triple: [Ouarzazate region, hasLandmark, Todgha Gorges]
Generated description
Todgha Gorges is a dramatic series of limestone river canyons in the eastern High Atlas of Morocco, renowned for their towering cliffs, scenic beauty, and popularity with hikers and rock climbers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todgha Gorges
Target entity description: Todgha Gorges is a dramatic series of limestone river canyons in the eastern High Atlas of Morocco, renowned for their towering cliffs, scenic beauty, and popularity with hikers and rock climbers.
  • A. Tamina Gorge
    Tamina Gorge is a dramatic, narrow ravine in eastern Switzerland renowned for its hot thermal springs and scenic walking paths.
  • B. Tengialti gorge
    Tengialti Gorge is a scenic natural canyon and popular eco-tourism destination in Azerbaijan’s Quba District, known for its dramatic cliffs, river views, and hiking opportunities.
  • C. Aoos Gorge
    Aoos Gorge is a dramatic river canyon in northwestern Greece, known for its steep cliffs, rich biodiversity, and popular hiking and rafting routes.
  • D. Bode Gorge
    Bode Gorge is a steep, scenic river valley in Germany’s Harz Mountains, renowned for its dramatic cliffs, hiking trails, and natural beauty.
  • E. Jeti-Ögüz Gorge
    Jeti-Ögüz Gorge is a scenic red-rock canyon and popular natural attraction in Kyrgyzstan, known for its striking sandstone formations, forests, and mountain 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_69bd44132b94819088522d92beaadc78 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e9c32148190a940a3733ecd1898 completed March 20, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69be779ed15481908366b5e22c9960e6 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be781aa8648190a58587e6f3e04e11 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be78a0bdc88190bd8458658f15f879 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:29 p.m.