Triple
T4135679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Experian |
E85147
|
entity |
| Predicate | offersProduct |
P10882
|
FINISHED |
| Object |
Experian Boost
Experian Boost is a credit-building service that lets consumers add on-time payments for bills like utilities and streaming services to their credit reports to potentially increase their credit scores.
|
E85147
|
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: Experian Boost | Statement: [Experian, offersProduct, Experian Boost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Experian Boost Context triple: [Experian, offersProduct, Experian Boost]
-
A.
Experian
Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
-
B.
Credit Karma
Credit Karma is a personal finance company best known for offering free credit scores, credit monitoring, and tailored financial product recommendations to consumers.
-
C.
TransUnion
TransUnion is one of the three major U.S. credit reporting agencies, providing consumer credit reports, risk scores, and related financial data services to lenders and businesses worldwide.
-
D.
Equifax
Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
-
E.
Affirm
Affirm is a U.S.-based financial technology company that provides buy now, pay later and installment loan services for consumers at the point of sale.
- 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: Experian Boost Triple: [Experian, offersProduct, Experian Boost]
Generated description
Experian Boost is a credit-building service that lets consumers add on-time payments for bills like utilities and streaming services to their credit reports to potentially increase their credit scores.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Experian Boost Target entity description: Experian Boost is a credit-building service that lets consumers add on-time payments for bills like utilities and streaming services to their credit reports to potentially increase their credit scores.
-
A.
Experian
chosen
Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
-
B.
Credit Karma
Credit Karma is a personal finance company best known for offering free credit scores, credit monitoring, and tailored financial product recommendations to consumers.
-
C.
TransUnion
TransUnion is one of the three major U.S. credit reporting agencies, providing consumer credit reports, risk scores, and related financial data services to lenders and businesses worldwide.
-
D.
Equifax
Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
-
E.
Affirm
Affirm is a U.S.-based financial technology company that provides buy now, pay later and installment loan services for consumers at the point of sale.
- 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0233009881909333375d597b58b6 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576c75e5c8190acc4ee72cb574432 |
completed | March 14, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69b57799f22481908cfda7e620a77187 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b578003dd48190b9264fd834cffbdf |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:43 p.m.