Triple

T22017483
Position Surface form Disambiguated ID Type / Status
Subject Moulouya River basin E543749 entity
Predicate mouthNearCity P49603 FINISHED
Object Ras El Ma
Ras El Ma is a coastal town in northeastern Morocco situated on the Mediterranean Sea near the mouth of the Moulouya River.
 E1514674 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: Ras El Ma | Statement: [Moulouya River basin, mouthNearCity, Ras El Ma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ras El Ma
Context triple: [Moulouya River basin, mouthNearCity, Ras El Ma]
  • A. Souk El Kmach
    Souk El Kmach is a traditional textile market in the medina of Tunis, known for its shops selling fabrics, cloth, and related goods.
  • B. Berrechid
    Berrechid is a rapidly growing city in northwestern Morocco known as an important agricultural and industrial hub within the Casablanca-Settat region.
  • C. Bab El Bhar
    Bab El Bhar is a historic city gate in Tunis, Tunisia, marking the traditional boundary between the old medina and the modern European-style city.
  • D. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • E. Nour El Ain
    "Nour El Ain" is a hugely popular Arabic pop song by Egyptian singer Amr Diab that became an international hit in the late 1990s.
  • 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: Ras El Ma
Triple: [Moulouya River basin, mouthNearCity, Ras El Ma]
Generated description
Ras El Ma is a coastal town in northeastern Morocco situated on the Mediterranean Sea near the mouth of the Moulouya River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ras El Ma
Target entity description: Ras El Ma is a coastal town in northeastern Morocco situated on the Mediterranean Sea near the mouth of the Moulouya River.
  • A. Souk El Kmach
    Souk El Kmach is a traditional textile market in the medina of Tunis, known for its shops selling fabrics, cloth, and related goods.
  • B. Berrechid
    Berrechid is a rapidly growing city in northwestern Morocco known as an important agricultural and industrial hub within the Casablanca-Settat region.
  • C. Bab El Bhar
    Bab El Bhar is a historic city gate in Tunis, Tunisia, marking the traditional boundary between the old medina and the modern European-style city.
  • D. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • E. Nour El Ain
    "Nour El Ain" is a hugely popular Arabic pop song by Egyptian singer Amr Diab that became an international hit in the late 1990s.
  • 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c4e0088190a5241d1b87d746da completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7381c4b8819086514b9422cd6a0c completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74e81da881908c73d864258dcdd5 completed May 18, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:23 p.m.