Triple

T8882631
Position Surface form Disambiguated ID Type / Status
Subject Kapuskasing E211446 entity
Predicate paperMillLaterOperator P85510 FINISHED
Object Tembec
Tembec is a Canadian forest products company known for producing lumber, pulp, and paper from operations across Canada and France.
E764259 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: Tembec | Statement: [Kapuskasing, paperMillLaterOperator, Tembec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tembec
Context triple: [Kapuskasing, paperMillLaterOperator, Tembec]
  • A. Mmakau Mining
    Mmakau Mining is a South African mining company known for its black female leadership and involvement in various mineral resource projects across the country.
  • 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. Katanga Mining Limited
    Katanga Mining Limited is a mining company focused on copper and cobalt production in the Democratic Republic of Congo.
  • D. Bougainville Copper Limited
    Bougainville Copper Limited is a mining company best known for operating the large Panguna copper and gold mine on Bougainville Island in Papua New Guinea.
  • E. Lanco
    Lanco is a small Chilean city located in the Los Ríos Region, known primarily as an agricultural and service center for the surrounding rural area.
  • 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: Tembec
Triple: [Kapuskasing, paperMillLaterOperator, Tembec]
Generated description
Tembec is a Canadian forest products company known for producing lumber, pulp, and paper from operations across Canada and France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tembec
Target entity description: Tembec is a Canadian forest products company known for producing lumber, pulp, and paper from operations across Canada and France.
  • A. Mmakau Mining
    Mmakau Mining is a South African mining company known for its black female leadership and involvement in various mineral resource projects across the country.
  • 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. Katanga Mining Limited
    Katanga Mining Limited is a mining company focused on copper and cobalt production in the Democratic Republic of Congo.
  • D. Bougainville Copper Limited
    Bougainville Copper Limited is a mining company best known for operating the large Panguna copper and gold mine on Bougainville Island in Papua New Guinea.
  • E. Lanco
    Lanco is a small Chilean city located in the Los Ríos Region, known primarily as an agricultural and service center for the surrounding rural area.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: paperMillLaterOperator
Context triple: [Kapuskasing, paperMillLaterOperator, Tembec]
  • A. paperFormAvailability
    Indicates whether something is available or provided in a physical paper format.
  • B. draftCompleted
    Indicates that the creation or preparation of a draft version of something has been finished.
  • C. processingOrder
    Indicates the sequence or priority in which items, tasks, or requests are to be processed or handled.
  • D. printingCenter
    Indicates a relationship where one entity serves as the printing center (i.e., the facility or service that performs printing) for another entity.
  • E. operationalForm
    Indicates that one entity is the specific operational or executable form of another, more abstract entity.
  • F. None of above. chosen

Provenance (7 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_69ca838f9e20819096ab1f236a70381a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc616a01f48190b8bbde0e898a38c7 completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabca74888190934593d6504fbed1 completed April 3, 2026, noon
NEDg Description generation batch_69cfac9c743c8190a26f753111f07281 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad54cf5c81908558fd4c21f2f3b6 completed April 3, 2026, 12:06 p.m.
PD Predicate disambiguation batch_69cc5c2956788190a311c647b4da17a6 completed March 31, 2026, 11:43 p.m.
PDg Predicate description generation batch_69cc5d6e54808190af4156edd4c8ffbc completed March 31, 2026, 11:49 p.m.
Created at: March 30, 2026, 6:53 p.m.