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.