Triple

T21897110
Position Surface form Disambiguated ID Type / Status
Subject Oued Laou E540707 entity
Predicate givesNameTo P63 FINISHED
Object Oued Laou (town)
Oued Laou (town) is a small coastal settlement in northern Morocco, situated at the mouth of the Oued Laou river along the Mediterranean Sea.
 E1507989 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: Oued Laou (town) | Statement: [Oued Laou, givesNameTo, Oued Laou (town)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oued Laou (town)
Context triple: [Oued Laou, givesNameTo, Oued Laou (town)]
  • A. Ouled Rabah
    Ouled Rabah is a town and commune located within Jijel Province in northeastern Algeria.
  • B. Ouled Aïssa
    Ouled Aïssa is a town and commune located in northeastern Algeria within Jijel Province.
  • C. Aïn Asserdoun
    Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
  • D. Ouled Berhil
    Ouled Berhil is a town in southwestern Morocco known as a local commercial and agricultural center within the Souss-Massa region.
  • E. Ouled Chamekh
    Ouled Chamekh is a town located in the Mahdia Governorate of eastern Tunisia.
  • 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: Oued Laou (town)
Triple: [Oued Laou, givesNameTo, Oued Laou (town)]
Generated description
Oued Laou (town) is a small coastal settlement in northern Morocco, situated at the mouth of the Oued Laou river along the Mediterranean Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oued Laou (town)
Target entity description: Oued Laou (town) is a small coastal settlement in northern Morocco, situated at the mouth of the Oued Laou river along the Mediterranean Sea.
  • A. Ouled Rabah
    Ouled Rabah is a town and commune located within Jijel Province in northeastern Algeria.
  • B. Ouled Aïssa
    Ouled Aïssa is a town and commune located in northeastern Algeria within Jijel Province.
  • C. Aïn Asserdoun
    Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
  • D. Ouled Berhil
    Ouled Berhil is a town in southwestern Morocco known as a local commercial and agricultural center within the Souss-Massa region.
  • E. Ouled Chamekh
    Ouled Chamekh is a town located in the Mahdia Governorate of eastern Tunisia.
  • 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_69e0c47a95908190ae3e19b716accb3d completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f11fc7c70c81908b9bb4de68616e41 completed April 28, 2026, 8:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a5a03382c819096fc1806717b1c23 completed May 18, 2026, 12:14 a.m.
NEDg Description generation batch_6a0a5a967d28819084a37207e17d4f68 completed May 18, 2026, 12:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0a5b24f6708190bfe903dceb0e9210 completed May 18, 2026, 12:19 a.m.
Created at: April 16, 2026, 7:07 p.m.