Triple

T1586427
Position Surface form Disambiguated ID Type / Status
Subject Shenwa E34075 entity
Predicate spokenIn P2266 FINISHED
Object Tipaza Province
Tipaza Province is a coastal region in northern Algeria known for its Mediterranean shoreline, Roman archaeological sites, and diverse Berber-speaking communities.
 E201899 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: Tipaza Province | Statement: [Shenwa, spokenIn, Tipaza Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tipaza Province
Context triple: [Shenwa, spokenIn, Tipaza Province]
  • A. Canta Province
    Canta Province is an administrative subdivision in the highlands of central Peru, known for its Andean landscapes and rural communities within the Lima Region.
  • B. Talagante Province
    Talagante Province is an administrative division in Chile’s Santiago Metropolitan Region, characterized by a mix of agricultural lands, growing urban areas, and its location in the Maipo River basin.
  • C. Choapa Province
    Choapa Province is an administrative division in north-central Chile known for its agricultural valleys, mining activities, and coastal areas within the Coquimbo Region.
  • D. Oriente Province
    Oriente Province was a former large administrative region in eastern Cuba that included major cities like Santiago de Cuba before being subdivided into smaller provinces in 1976.
  • E. Oriente Province
    Oriente Province is an administrative subdivision in the Cundinamarca Department of Colombia that encompasses municipalities such as Cáqueza.
  • 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: Tipaza Province
Triple: [Shenwa, spokenIn, Tipaza Province]
Generated description
Tipaza Province is a coastal region in northern Algeria known for its Mediterranean shoreline, Roman archaeological sites, and diverse Berber-speaking communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tipaza Province
Target entity description: Tipaza Province is a coastal region in northern Algeria known for its Mediterranean shoreline, Roman archaeological sites, and diverse Berber-speaking communities.
  • A. Canta Province
    Canta Province is an administrative subdivision in the highlands of central Peru, known for its Andean landscapes and rural communities within the Lima Region.
  • B. Talagante Province
    Talagante Province is an administrative division in Chile’s Santiago Metropolitan Region, characterized by a mix of agricultural lands, growing urban areas, and its location in the Maipo River basin.
  • C. Choapa Province
    Choapa Province is an administrative division in north-central Chile known for its agricultural valleys, mining activities, and coastal areas within the Coquimbo Region.
  • D. Oriente Province
    Oriente Province was a former large administrative region in eastern Cuba that included major cities like Santiago de Cuba before being subdivided into smaller provinces in 1976.
  • E. Oriente Province
    Oriente Province is an administrative subdivision in the Cundinamarca Department of Colombia that encompasses municipalities such as Cáqueza.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f3b5f48190bd5eff3ce81c5ffb completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5b50efc8190a89388dcd7cb13aa completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b2b01c8190997179cdfd55da13 completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb94aaf348190a28ca8e9d9cacf41 completed March 8, 2026, 6 p.m.
Created at: March 4, 2026, 7:27 p.m.