Triple
T7394067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Intuit |
E170576
|
entity |
| Predicate | notableProduct |
P1448
|
FINISHED |
| Object |
TurboTax
TurboTax is a widely used tax preparation software that guides individuals and small businesses through filing their income taxes online.
|
E170576
|
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: TurboTax | Statement: [Intuit, notableProduct, TurboTax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TurboTax Context triple: [Intuit, notableProduct, TurboTax]
-
A.
Taxfix
Taxfix is a German fintech company that offers a mobile and web app to simplify and automate personal tax filing for individuals.
-
B.
Registro Federal de Contribuyentes
El Registro Federal de Contribuyentes (RFC) es el código de identificación fiscal asignado a personas físicas y morales en México para efectos tributarios y administrativos.
-
C.
Intuit
Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
-
D.
Agenzia delle Entrate
Agenzia delle Entrate is Italy’s national tax authority responsible for administering and enforcing the country’s tax system and related fiscal services.
-
E.
Servicio de Administración Tributaria
El Servicio de Administración Tributaria (SAT) es la autoridad fiscal de México encargada de la recaudación de impuestos federales, la fiscalización de contribuyentes y la administración aduanera del país.
- 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: TurboTax Triple: [Intuit, notableProduct, TurboTax]
Generated description
TurboTax is a widely used tax preparation software that guides individuals and small businesses through filing their income taxes online.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TurboTax Target entity description: TurboTax is a widely used tax preparation software that guides individuals and small businesses through filing their income taxes online.
-
A.
Taxfix
Taxfix is a German fintech company that offers a mobile and web app to simplify and automate personal tax filing for individuals.
-
B.
Registro Federal de Contribuyentes
El Registro Federal de Contribuyentes (RFC) es el código de identificación fiscal asignado a personas físicas y morales en México para efectos tributarios y administrativos.
-
C.
Intuit
chosen
Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
-
D.
Agenzia delle Entrate
Agenzia delle Entrate is Italy’s national tax authority responsible for administering and enforcing the country’s tax system and related fiscal services.
-
E.
Servicio de Administración Tributaria
El Servicio de Administración Tributaria (SAT) es la autoridad fiscal de México encargada de la recaudación de impuestos federales, la fiscalización de contribuyentes y la administración aduanera del país.
- 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2263b48819089319a2a2f0d3357 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c810f82ba08190919924b0994a2eee |
completed | March 28, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c811f1fe3c8190a591186b19044b5f |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c812c1e9d08190b0e7f052d87011b9 |
completed | March 28, 2026, 5:41 p.m. |
Created at: March 27, 2026, 3:09 p.m.