Triple

T7104556
Position Surface form Disambiguated ID Type / Status
Subject Co-op Food E165543 entity
Predicate membershipProgram P13356 FINISHED
Object Co-op Membership
Co-op Membership is a loyalty and rewards program offered by Co-op Food that provides members with personalized offers, discounts, and other benefits when they shop.
E165543 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: Co-op Membership | Statement: [Co-op Food, membershipProgram, Co-op Membership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Co-op Membership
Context triple: [Co-op Food, membershipProgram, Co-op Membership]
  • A. Co-op Food
    Co-op Food is a British supermarket chain operated by The Co-operative Group, known for its convenience stores and focus on ethical trading and community values.
  • B. Term Member Program
    The Term Member Program is a Council on Foreign Relations initiative that brings together early- to mid-career professionals for a fixed-term membership focused on foreign policy education, networking, and leadership development.
  • C. Membership Rewards
    Membership Rewards is American Express’s flagship loyalty program that lets cardholders earn points on purchases and redeem them for travel, merchandise, statement credits, and other rewards.
  • D. Membership Committee
    The Membership Committee is a group within the Society of Rheology responsible for overseeing member recruitment, engagement, and related membership affairs.
  • E. Banks for Cooperatives
    Banks for Cooperatives were specialized financial institutions within the U.S. Farm Credit System that provided credit and related financial services to agricultural cooperatives.
  • 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: Co-op Membership
Triple: [Co-op Food, membershipProgram, Co-op Membership]
Generated description
Co-op Membership is a loyalty and rewards program offered by Co-op Food that provides members with personalized offers, discounts, and other benefits when they shop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Co-op Membership
Target entity description: Co-op Membership is a loyalty and rewards program offered by Co-op Food that provides members with personalized offers, discounts, and other benefits when they shop.
  • A. Co-op Food chosen
    Co-op Food is a British supermarket chain operated by The Co-operative Group, known for its convenience stores and focus on ethical trading and community values.
  • B. Term Member Program
    The Term Member Program is a Council on Foreign Relations initiative that brings together early- to mid-career professionals for a fixed-term membership focused on foreign policy education, networking, and leadership development.
  • C. Membership Rewards
    Membership Rewards is American Express’s flagship loyalty program that lets cardholders earn points on purchases and redeem them for travel, merchandise, statement credits, and other rewards.
  • D. Membership Committee
    The Membership Committee is a group within the Society of Rheology responsible for overseeing member recruitment, engagement, and related membership affairs.
  • E. Banks for Cooperatives
    Banks for Cooperatives were specialized financial institutions within the U.S. Farm Credit System that provided credit and related financial services to agricultural cooperatives.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: membershipProgram
Context triple: [Co-op Food, membershipProgram, Co-op Membership]
  • A. hasMembershipProgram chosen
    Indicates that an entity offers or participates in a structured membership program, typically providing special access, benefits, or services to enrolled members.
  • B. clubMembership
    Indicates that an entity belongs to, is enrolled in, or holds membership status within a particular club.
  • C. membershipIncluded
    Indicates that one entity’s membership or inclusion is contained within, or granted as part of, another entity’s membership.
  • D. membershipStatus
    Indicates the current state or level of an entity’s participation or affiliation within a group, organization, or program.
  • E. membershipBased
    Indicates that access, participation, or inclusion in something is conditional on holding a membership or belonging to a defined group.
  • 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_69c6887fcddc8190a5d58908f6dee590 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e58b3f708190bebca7d4c4db40f2 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cad60788190bb2b17d1c3f8e1cc completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d72dd70819084a4bf7e72865ed9 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79e12a40c8190b21128e17c3e212e completed March 28, 2026, 9:23 a.m.
PD Predicate disambiguation batch_69c6e1c313e481908b61a23fc89f9332 completed March 27, 2026, 8 p.m.
Created at: March 27, 2026, 2:42 p.m.