Triple

T1411247
Position Surface form Disambiguated ID Type / Status
Subject African Rainbow Minerals E31808 entity
Predicate partner P1136 FINISHED
Object Assore Limited
Assore Limited is a South African mining and minerals company primarily involved in the extraction, processing, and marketing of iron ore, manganese, and other commodities.
E161659 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: Assore Limited | Statement: [African Rainbow Minerals, partner, Assore Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assore Limited
Context triple: [African Rainbow Minerals, partner, Assore Limited]
  • A. Oriental Limited
    Oriental Limited was a premier named passenger train that provided luxury long-distance service on the Great Northern Railway in the early 20th century.
  • B. Esken Limited
    Esken Limited is a UK-based infrastructure and aviation services company best known for owning and operating London Southend Airport.
  • C. Cantor Seinuk Group
    Cantor Seinuk Group was a prominent structural engineering firm known for its work on major high-rise and complex building projects, particularly in New York City.
  • D. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • E. Artemis S.A.
    Artemis S.A. is a French holding company controlled by the Pinault family, known for owning and managing major luxury, fashion, and lifestyle brands.
  • 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: Assore Limited
Triple: [African Rainbow Minerals, partner, Assore Limited]
Generated description
Assore Limited is a South African mining and minerals company primarily involved in the extraction, processing, and marketing of iron ore, manganese, and other commodities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assore Limited
Target entity description: Assore Limited is a South African mining and minerals company primarily involved in the extraction, processing, and marketing of iron ore, manganese, and other commodities.
  • A. Oriental Limited
    Oriental Limited was a premier named passenger train that provided luxury long-distance service on the Great Northern Railway in the early 20th century.
  • B. Esken Limited
    Esken Limited is a UK-based infrastructure and aviation services company best known for owning and operating London Southend Airport.
  • C. Cantor Seinuk Group
    Cantor Seinuk Group was a prominent structural engineering firm known for its work on major high-rise and complex building projects, particularly in New York City.
  • D. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • E. Artemis S.A.
    Artemis S.A. is a French holding company controlled by the Pinault family, known for owning and managing major luxury, fashion, and lifestyle brands.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e1da988190bc7c187e193539b6 completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57be14881908d469d2b5333d6d5 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace61c6f348190bba7717b1bd7f24a completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6eeb99081908ac23a6c71faeae6 completed March 8, 2026, 3:03 a.m.
Created at: March 1, 2026, 7:59 p.m.