Triple

T6878640
Position Surface form Disambiguated ID Type / Status
Subject Fresnillo E158734 entity
Predicate majorCompanyAssociated P51457 FINISHED
Object Fresnillo plc
Fresnillo plc is a Mexico-based precious metals mining company and one of the world’s largest primary silver producers, with significant gold operations as well.
E625495 NE FINISHED

How this triple was built (5 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: Fresnillo plc | Statement: [Fresnillo, majorCompanyAssociated, Fresnillo plc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fresnillo plc
Context triple: [Fresnillo, majorCompanyAssociated, Fresnillo plc]
  • A. Antofagasta plc
    Antofagasta plc is a major Chilean-based mining company primarily focused on copper production, with operations and projects in Chile and other countries.
  • B. Rio Tinto
    Rio Tinto is a leading global mining and metals company headquartered in the United Kingdom and Australia, known for producing iron ore, aluminum, copper, and other minerals.
  • C. Codelco
    Codelco is Chile’s state-owned copper mining company and one of the world’s largest producers of copper.
  • D. Anglo American plc
    Anglo American plc is a major multinational mining company headquartered in London, known for producing commodities such as diamonds, copper, platinum, and iron ore.
  • E. Glencore
    Glencore is a multinational commodity trading and mining company that operates extensive resource extraction and processing assets worldwide.
  • 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: Fresnillo plc
Triple: [Fresnillo, majorCompanyAssociated, Fresnillo plc]
Generated description
Fresnillo plc is a Mexico-based precious metals mining company and one of the world’s largest primary silver producers, with significant gold operations as well.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fresnillo plc
Target entity description: Fresnillo plc is a Mexico-based precious metals mining company and one of the world’s largest primary silver producers, with significant gold operations as well.
  • A. Antofagasta plc
    Antofagasta plc is a major Chilean-based mining company primarily focused on copper production, with operations and projects in Chile and other countries.
  • B. Rio Tinto
    Rio Tinto is a leading global mining and metals company headquartered in the United Kingdom and Australia, known for producing iron ore, aluminum, copper, and other minerals.
  • C. Codelco
    Codelco is Chile’s state-owned copper mining company and one of the world’s largest producers of copper.
  • D. Anglo American plc
    Anglo American plc is a major multinational mining company headquartered in London, known for producing commodities such as diamonds, copper, platinum, and iron ore.
  • E. Glencore
    Glencore is a multinational commodity trading and mining company that operates extensive resource extraction and processing assets worldwide.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorCompanyAssociated
Context triple: [Fresnillo, majorCompanyAssociated, Fresnillo plc]
  • A. memberCompany
    Indicates that a company is formally part of, or affiliated as a member with, a larger organization, group, or association.
  • B. isMajorCompanyIn
    Indicates that a company is a leading or dominant business entity within a specified country, region, or market.
  • C. nationalCompanyOf
    Indicates that a company operates as the primary or officially recognized national company of a specified country or nation.
  • D. associatedCompanyMainProductLine
    Indicates that a company’s primary or main line of products is linked or related to a specified product category or product line.
  • E. hasAssociatedCompany chosen
    Indicates that one entity is linked or connected to a company in an associated or affiliated manner.
  • F. None of above.

Provenance (6 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e498bc81908b2fbe0c6a8b95b7 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742c2b81881909bd13df0d6028cc6 completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c743d4b12081909f142efacca0bedb completed March 28, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69c7445fbd488190938ec3dd59cbeb2c completed March 28, 2026, 3 a.m.
PD Predicate disambiguation batch_69c6d7b363dc8190a7225b540ab2bc40 completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:22 p.m.