Triple

T5242008
Position Surface form Disambiguated ID Type / Status
Subject Khenifra E118364 entity
Predicate near P350 FINISHED
Object Khénifra National Park
Khénifra National Park is a protected natural area in central Morocco known for its Middle Atlas mountain landscapes, cedar and oak forests, and rich biodiversity.
E505067 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: Khénifra National Park | Statement: [Khenifra, near, Khénifra National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khénifra National Park
Context triple: [Khenifra, near, Khénifra National Park]
  • A. Toubkal National Park
    Toubkal National Park is a protected mountainous area in Morocco’s High Atlas range, renowned for its dramatic alpine landscapes and as the home of North Africa’s highest peak, Mount Toubkal.
  • B. Souss-Massa National Park
    Souss-Massa National Park is a protected coastal reserve in southwestern Morocco known for its diverse wetlands, Atlantic beaches, and important bird habitats, including endangered species such as the northern bald ibis.
  • C. Wadi El Gemal National Park
    Wadi El Gemal National Park is a coastal and desert protected area in southeastern Egypt renowned for its rich biodiversity, coral reefs, mangrove stands, and archaeological sites.
  • D. Gebel Elba National Park
    Gebel Elba National Park is a vast, biodiverse protected area in southeastern Egypt, renowned for its unique Afro-tropical ecosystems, rich wildlife, and the prominent granite massif of Gebel Elba.
  • E. Saiysad National Park
    Saiysad National Park is a popular natural reserve near Taif in Saudi Arabia, known for its green landscapes, picnic areas, and family-friendly recreational facilities.
  • 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: Khénifra National Park
Triple: [Khenifra, near, Khénifra National Park]
Generated description
Khénifra National Park is a protected natural area in central Morocco known for its Middle Atlas mountain landscapes, cedar and oak forests, and rich biodiversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khénifra National Park
Target entity description: Khénifra National Park is a protected natural area in central Morocco known for its Middle Atlas mountain landscapes, cedar and oak forests, and rich biodiversity.
  • A. Toubkal National Park
    Toubkal National Park is a protected mountainous area in Morocco’s High Atlas range, renowned for its dramatic alpine landscapes and as the home of North Africa’s highest peak, Mount Toubkal.
  • B. Souss-Massa National Park
    Souss-Massa National Park is a protected coastal reserve in southwestern Morocco known for its diverse wetlands, Atlantic beaches, and important bird habitats, including endangered species such as the northern bald ibis.
  • C. Wadi El Gemal National Park
    Wadi El Gemal National Park is a coastal and desert protected area in southeastern Egypt renowned for its rich biodiversity, coral reefs, mangrove stands, and archaeological sites.
  • D. Gebel Elba National Park
    Gebel Elba National Park is a vast, biodiverse protected area in southeastern Egypt, renowned for its unique Afro-tropical ecosystems, rich wildlife, and the prominent granite massif of Gebel Elba.
  • E. Saiysad National Park
    Saiysad National Park is a popular natural reserve near Taif in Saudi Arabia, known for its green landscapes, picnic areas, and family-friendly recreational facilities.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b4c6fa8819099442b1b110e51fb completed March 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef82b42308190b9e3e0e113d8093b completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef8bfcd1c819090b81f8ebb097c5b completed March 21, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69bef95e7ce48190a1ec2fc27ce37d00 completed March 21, 2026, 8:02 p.m.
Created at: March 20, 2026, 1:49 p.m.