Triple

T16375869
Position Surface form Disambiguated ID Type / Status
Subject Ksar el-Kebir E397677 entity
Predicate partOfRegion P285 FINISHED
Object Loukkos valley
Loukkos valley is a fertile river valley in northern Morocco known for its agricultural importance and historical settlements along the Loukkos River.
 E1210688 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: Loukkos valley | Statement: [Ksar el-Kebir, partOfRegion, Loukkos valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loukkos valley
Context triple: [Ksar el-Kebir, partOfRegion, Loukkos valley]
  • A. Noteć Valley
    Noteć Valley is a broad, fertile lowland region in north-central Poland shaped by the Noteć River and known for its wetlands, agriculture, and natural habitats.
  • B. Ljusnan valley
    Ljusnan valley is a scenic river valley in central Sweden known for its forests, lakes, and outdoor recreation along the Ljusnan River.
  • C. Voss Valley
    Voss Valley is a scenic valley in western Norway known for its dramatic landscapes, outdoor recreation, and traditional cultural heritage within Voss Municipality.
  • 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. Lapporten valley
    Lapporten valley is a distinctive U-shaped glacial valley in Swedish Lapland, known as an iconic natural landmark near Abisko with sweeping views of the surrounding mountains.
  • 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: Loukkos valley
Triple: [Ksar el-Kebir, partOfRegion, Loukkos valley]
Generated description
Loukkos valley is a fertile river valley in northern Morocco known for its agricultural importance and historical settlements along the Loukkos River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loukkos valley
Target entity description: Loukkos valley is a fertile river valley in northern Morocco known for its agricultural importance and historical settlements along the Loukkos River.
  • A. Noteć Valley
    Noteć Valley is a broad, fertile lowland region in north-central Poland shaped by the Noteć River and known for its wetlands, agriculture, and natural habitats.
  • B. Ljusnan valley
    Ljusnan valley is a scenic river valley in central Sweden known for its forests, lakes, and outdoor recreation along the Ljusnan River.
  • C. Voss Valley
    Voss Valley is a scenic valley in western Norway known for its dramatic landscapes, outdoor recreation, and traditional cultural heritage within Voss Municipality.
  • 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. Lapporten valley
    Lapporten valley is a distinctive U-shaped glacial valley in Swedish Lapland, known as an iconic natural landmark near Abisko with sweeping views of the surrounding mountains.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319d79df8819087285b9457b7bdb6 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356406208190a9cedc1de2ab4e07 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00377305bc8190a566c4ed4aed70c9 completed May 10, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0037e43a2c8190993447ade595f6e6 completed May 10, 2026, 7:46 a.m.
Created at: April 10, 2026, 5:08 a.m.