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.