Triple

T12452312
Position Surface form Disambiguated ID Type / Status
Subject Ben & Jerry's E297559 entity
Predicate usesCertification P63097 FINISHED
Object Fairtrade
Fairtrade is an international certification and movement that sets social, economic, and environmental standards to ensure fair prices, decent working conditions, and sustainable practices for producers in developing countries.
E985231 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: Fairtrade | Statement: [Ben & Jerry's, usesCertification, Fairtrade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fairtrade
Context triple: [Ben & Jerry's, usesCertification, Fairtrade]
  • A. Rainforest Alliance
    Rainforest Alliance is an international non-profit organization that works to conserve biodiversity and promote sustainable livelihoods through responsible land use, business practices, and consumer choices.
  • B. Whole Trade Guarantee (ethical sourcing program)
    Whole Trade Guarantee is Whole Foods Market’s ethical sourcing program that certifies products meeting rigorous standards for fair labor practices, environmental sustainability, and community support in developing countries.
  • C. Fair Trade Practices Program
    The Fair Trade Practices Program is a division of the USDA’s Agricultural Marketing Service that oversees and enforces fair trading, competition, and marketing practices in agricultural markets to protect producers, handlers, and consumers.
  • D. GoodWeave International
    GoodWeave International is a nonprofit organization dedicated to ending child labor in global supply chains, particularly in the carpet and textile industries, through certification, inspections, and rehabilitation programs.
  • E. Federated Co-operatives Limited
    Federated Co-operatives Limited is a Canadian cooperative federation that provides wholesale, retail, and support services to a network of local co-op associations across Western Canada.
  • 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: Fairtrade
Triple: [Ben & Jerry's, usesCertification, Fairtrade]
Generated description
Fairtrade is an international certification and movement that sets social, economic, and environmental standards to ensure fair prices, decent working conditions, and sustainable practices for producers in developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fairtrade
Target entity description: Fairtrade is an international certification and movement that sets social, economic, and environmental standards to ensure fair prices, decent working conditions, and sustainable practices for producers in developing countries.
  • A. Rainforest Alliance
    Rainforest Alliance is an international non-profit organization that works to conserve biodiversity and promote sustainable livelihoods through responsible land use, business practices, and consumer choices.
  • B. Whole Trade Guarantee (ethical sourcing program)
    Whole Trade Guarantee is Whole Foods Market’s ethical sourcing program that certifies products meeting rigorous standards for fair labor practices, environmental sustainability, and community support in developing countries.
  • C. Fair Trade Practices Program
    The Fair Trade Practices Program is a division of the USDA’s Agricultural Marketing Service that oversees and enforces fair trading, competition, and marketing practices in agricultural markets to protect producers, handlers, and consumers.
  • D. GoodWeave International
    GoodWeave International is a nonprofit organization dedicated to ending child labor in global supply chains, particularly in the carpet and textile industries, through certification, inspections, and rehabilitation programs.
  • E. Federated Co-operatives Limited
    Federated Co-operatives Limited is a Canadian cooperative federation that provides wholesale, retail, and support services to a network of local co-op associations across Western Canada.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesCertification
Context triple: [Ben & Jerry's, usesCertification, Fairtrade]
  • A. isCertified
    Indicates that an entity has been officially recognized as meeting specific standards or qualifications by an authorized body.
  • B. includesCertification chosen
    Indicates that one entity contains, lists, or encompasses a specified certification as part of its attributes or offerings.
  • C. certificationUse
    Indicates that something is used as a certification or serves as proof of having a particular certified status or qualification.
  • D. requiresCertification
    Indicates that one entity can only be performed, accessed, or considered valid if another entity has an appropriate certification.
  • E. canCertify
    Indicates that one entity has the authority or capability to officially certify another entity or its attributes.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95151e7348190a1d4953a8b416a13 completed April 10, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f16e87c8190b7e9f61561ae865a completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6412345ac8190826f4fecb8055fb5 completed May 2, 2026, 6:23 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
PD Predicate disambiguation batch_69d94d3c27a08190a0237200203e476d completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:56 p.m.