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.