Triple

T16595289
Position Surface form Disambiguated ID Type / Status
Subject TJ Maxx E403188 entity
Predicate hasLoyaltyProgram P178 FINISHED
Object TJX Rewards (through TJX Companies)
TJX Rewards is the customer loyalty program of The TJX Companies that offers members points, discounts, and special benefits for shopping at retailers like T.J. Maxx, Marshalls, and HomeGoods.
E574458 NE FINISHED

How this triple was built (4 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: TJX Rewards (through TJX Companies) | Statement: [TJ Maxx, hasLoyaltyProgram, TJX Rewards (through TJX Companies)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TJX Rewards (through TJX Companies)
Context triple: [TJ Maxx, hasLoyaltyProgram, TJX Rewards (through TJX Companies)]
  • A. Total Rewards
    Total Rewards was the long-running customer loyalty program of Caesars Entertainment’s casinos and resorts, offering members tiered benefits, comps, and exclusive perks before being rebranded as Caesars Rewards.
  • B. Triangle Rewards
    Triangle Rewards is Canadian Tire’s customer loyalty program that offers points and personalized benefits across its network of retail stores and partner brands in Canada.
  • C. Rapid Rewards
    Rapid Rewards is Southwest Airlines’ frequent flyer loyalty program that lets members earn points on flights and redeem them for travel and other rewards.
  • D. TJX Companies
    TJX Companies is a major American off-price retail corporation that operates popular discount apparel and home goods chains worldwide.
  • E. Boots Advantage Card
    Boots Advantage Card is a customer loyalty scheme in the UK and Ireland that lets shoppers earn and redeem points on purchases at Boots stores and online.
  • 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: TJX Rewards (through TJX Companies)
Triple: [TJ Maxx, hasLoyaltyProgram, TJX Rewards (through TJX Companies)]
Generated description
TJX Rewards is the customer loyalty program of The TJX Companies that offers members points, discounts, and special benefits for shopping at retailers like T.J. Maxx, Marshalls, and HomeGoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TJX Rewards (through TJX Companies)
Target entity description: TJX Rewards is the customer loyalty program of The TJX Companies that offers members points, discounts, and special benefits for shopping at retailers like T.J. Maxx, Marshalls, and HomeGoods.
  • A. Total Rewards
    Total Rewards was the long-running customer loyalty program of Caesars Entertainment’s casinos and resorts, offering members tiered benefits, comps, and exclusive perks before being rebranded as Caesars Rewards.
  • B. Triangle Rewards
    Triangle Rewards is Canadian Tire’s customer loyalty program that offers points and personalized benefits across its network of retail stores and partner brands in Canada.
  • C. Rapid Rewards
    Rapid Rewards is Southwest Airlines’ frequent flyer loyalty program that lets members earn points on flights and redeem them for travel and other rewards.
  • D. TJX Companies chosen
    TJX Companies is a major American off-price retail corporation that operates popular discount apparel and home goods chains worldwide.
  • E. Boots Advantage Card
    Boots Advantage Card is a customer loyalty scheme in the UK and Ireland that lets shoppers earn and redeem points on purchases at Boots stores and online.
  • F. None of above.

Provenance (5 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d717604819083ed60b865bbd13e completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759fe6ec81908c5321dcba558269 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007825547c81909230ac39761fba96 completed May 10, 2026, 12:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00788e103481908d40bbe4a3cb1695 completed May 10, 2026, 12:22 p.m.
Created at: April 10, 2026, 5:16 a.m.