Triple

T5242027
Position Surface form Disambiguated ID Type / Status
Subject Khenifra E118364 entity
Predicate hasNearbyAttraction P2064 FINISHED
Object Oum Er-Rbia springs
Oum Er-Rbia springs is a scenic natural water source in central Morocco known for its abundant springs, riverside landscapes, and popular picnic and hiking spots.
E505068 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: Oum Er-Rbia springs | Statement: [Khenifra, hasNearbyAttraction, Oum Er-Rbia springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oum Er-Rbia springs
Context triple: [Khenifra, hasNearbyAttraction, Oum Er-Rbia springs]
  • A. Wadi al-Joz
    Wadi al-Joz is a predominantly Palestinian neighborhood in East Jerusalem known for its light industrial zone, auto-repair workshops, and proximity to the Old City.
  • B. Wadi El Rayan
    Wadi El Rayan is a protected natural depression in Egypt’s Western Desert known for its man-made lakes, waterfalls, and diverse desert and wetland ecosystems.
  • C. Wadi Hanifa
    Wadi Hanifa is a major seasonal river valley in the Riyadh region of Saudi Arabia, known for its historical settlements, agricultural significance, and modern environmental rehabilitation as a scenic natural corridor.
  • D. Wadi al-Kheder
    Wadi al-Kheder is a seasonal watercourse in the Middle East that serves as a tributary feeding into the Balikh River.
  • E. Wadi Qelt
    Wadi Qelt is a rugged desert valley and seasonal stream in the West Bank, known for its dramatic cliffs, ancient monasteries, and historic route between Jerusalem and Jericho.
  • 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: Oum Er-Rbia springs
Triple: [Khenifra, hasNearbyAttraction, Oum Er-Rbia springs]
Generated description
Oum Er-Rbia springs is a scenic natural water source in central Morocco known for its abundant springs, riverside landscapes, and popular picnic and hiking spots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oum Er-Rbia springs
Target entity description: Oum Er-Rbia springs is a scenic natural water source in central Morocco known for its abundant springs, riverside landscapes, and popular picnic and hiking spots.
  • A. Wadi al-Joz
    Wadi al-Joz is a predominantly Palestinian neighborhood in East Jerusalem known for its light industrial zone, auto-repair workshops, and proximity to the Old City.
  • B. Wadi El Rayan
    Wadi El Rayan is a protected natural depression in Egypt’s Western Desert known for its man-made lakes, waterfalls, and diverse desert and wetland ecosystems.
  • C. Wadi Hanifa
    Wadi Hanifa is a major seasonal river valley in the Riyadh region of Saudi Arabia, known for its historical settlements, agricultural significance, and modern environmental rehabilitation as a scenic natural corridor.
  • D. Wadi al-Kheder
    Wadi al-Kheder is a seasonal watercourse in the Middle East that serves as a tributary feeding into the Balikh River.
  • E. Wadi Qelt
    Wadi Qelt is a rugged desert valley and seasonal stream in the West Bank, known for its dramatic cliffs, ancient monasteries, and historic route between Jerusalem and Jericho.
  • 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.