Triple

T16507606
Position Surface form Disambiguated ID Type / Status
Subject Ghardaïa Province E400971 entity
Predicate contains P35 FINISHED
Object Beni Isguen (town)
Beni Isguen is a historic fortified town in Algeria’s M’zab Valley, renowned for its well-preserved traditional Ibadi Muslim community, distinctive architecture, and strict social customs.
E1217287 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: Beni Isguen (town) | Statement: [Ghardaïa Province, contains, Beni Isguen (town)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beni Isguen (town)
Context triple: [Ghardaïa Province, contains, Beni Isguen (town)]
  • A. Beni Municipality
    Beni Municipality is an urban administrative center in Nepal that serves as the headquarters and main town of Myagdi District in the Gandaki Province.
  • B. Chogoria town
    Chogoria town is a settlement in Kenya’s Tharaka-Nithi County, known primarily as a gateway and service center for climbers and trekkers using the scenic Chogoria route on Mount Kenya.
  • C. Itezhi-Tezhi town
    Itezhi-Tezhi town is a settlement in Zambia that developed near the Itezhi-Tezhi Dam and serves as a local center for services and access to the surrounding rural and wildlife areas.
  • D. Oguta town
    Oguta town is a riverside community in Imo State, southeastern Nigeria, known for its proximity to the scenic Oguta Lake and its role as a local commercial and cultural center.
  • E. Bena village
    Bena village is a traditional Ngada settlement in Flores, Indonesia, renowned for its well-preserved megalithic structures, ancestral houses, and living indigenous culture.
  • 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: Beni Isguen (town)
Triple: [Ghardaïa Province, contains, Beni Isguen (town)]
Generated description
Beni Isguen is a historic fortified town in Algeria’s M’zab Valley, renowned for its well-preserved traditional Ibadi Muslim community, distinctive architecture, and strict social customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beni Isguen (town)
Target entity description: Beni Isguen is a historic fortified town in Algeria’s M’zab Valley, renowned for its well-preserved traditional Ibadi Muslim community, distinctive architecture, and strict social customs.
  • A. Beni Municipality
    Beni Municipality is an urban administrative center in Nepal that serves as the headquarters and main town of Myagdi District in the Gandaki Province.
  • B. Chogoria town
    Chogoria town is a settlement in Kenya’s Tharaka-Nithi County, known primarily as a gateway and service center for climbers and trekkers using the scenic Chogoria route on Mount Kenya.
  • C. Itezhi-Tezhi town
    Itezhi-Tezhi town is a settlement in Zambia that developed near the Itezhi-Tezhi Dam and serves as a local center for services and access to the surrounding rural and wildlife areas.
  • D. Oguta town
    Oguta town is a riverside community in Imo State, southeastern Nigeria, known for its proximity to the scenic Oguta Lake and its role as a local commercial and cultural center.
  • E. Bena village
    Bena village is a traditional Ngada settlement in Flores, Indonesia, renowned for its well-preserved megalithic structures, ancestral houses, and living indigenous culture.
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e536e5c8190bef31ab979d2880a completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a005832bcb48190a905ee7c9bff2c5b completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059126e588190b531c145f3c155b4 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0059b5a1f8819089caefc121246739 completed May 10, 2026, 10:11 a.m.
Created at: April 10, 2026, 5:14 a.m.