Triple

T19356542
Position Surface form Disambiguated ID Type / Status
Subject Drâa Valley E484161 entity
Predicate contains P35 FINISHED
Object Ksour (fortified villages)
Ksour are traditional fortified villages in the Drâa Valley characterized by clustered earthen architecture, defensive walls, and communal granaries that historically protected inhabitants and resources in the Saharan and pre-Saharan environment.
 E1372385 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: Ksour (fortified villages) | Statement: [Drâa Valley, contains, Ksour (fortified villages)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ksour (fortified villages)
Context triple: [Drâa Valley, contains, Ksour (fortified villages)]
  • A. Kasba
    Kasba is an Indian art-house film directed by Kumar Shahani, known for its experimental narrative style and exploration of social and psychological themes.
  • B. Kasba
    Kasba is a town in the Purnia district of Bihar, India, known as a local commercial and administrative center for surrounding rural areas.
  • C. Al-Qusour
    Al-Qusour is a residential district located within Kuwait’s Mubarak Al-Kabeer Governorate.
  • D. Sade traditional village
    Sade traditional village is a well-preserved Sasak indigenous settlement on Lombok, Indonesia, known for its thatched houses, traditional customs, and cultural tourism.
  • E. Ahl El Ksar
    Ahl El Ksar is a town and commune located in Bouira Province in northern Algeria.
  • 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: Ksour (fortified villages)
Triple: [Drâa Valley, contains, Ksour (fortified villages)]
Generated description
Ksour are traditional fortified villages in the Drâa Valley characterized by clustered earthen architecture, defensive walls, and communal granaries that historically protected inhabitants and resources in the Saharan and pre-Saharan environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ksour (fortified villages)
Target entity description: Ksour are traditional fortified villages in the Drâa Valley characterized by clustered earthen architecture, defensive walls, and communal granaries that historically protected inhabitants and resources in the Saharan and pre-Saharan environment.
  • A. Kasba
    Kasba is an Indian art-house film directed by Kumar Shahani, known for its experimental narrative style and exploration of social and psychological themes.
  • B. Kasba
    Kasba is a town in the Purnia district of Bihar, India, known as a local commercial and administrative center for surrounding rural areas.
  • C. Al-Qusour
    Al-Qusour is a residential district located within Kuwait’s Mubarak Al-Kabeer Governorate.
  • D. Sade traditional village
    Sade traditional village is a well-preserved Sasak indigenous settlement on Lombok, Indonesia, known for its thatched houses, traditional customs, and cultural tourism.
  • E. Ahl El Ksar
    Ahl El Ksar is a town and commune located in Bouira Province in northern Algeria.
  • 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_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619096c1081909ce2cbf7ae804e73 completed April 20, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07240bbb7c8190aeb04315b2896e73 completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a072550bf2881909ceb6b91b597762b completed May 15, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a07272e260c8190aa370620d576b830 completed May 15, 2026, 2:01 p.m.
Created at: April 10, 2026, 1:34 p.m.