Triple
T22936761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alex Rampell |
E569606
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
TXN Solutions
TXN Solutions is a financial technology company co-founded by entrepreneur and investor Alex Rampell, likely focused on innovative transaction or payments solutions.
|
E1561710
|
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: TXN Solutions | Statement: [Alex Rampell, coFounded, TXN Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TXN Solutions Context triple: [Alex Rampell, coFounded, TXN Solutions]
-
A.
TXN
TXN is the IATA airport code for Huangshan Tunxi International Airport, serving the Huangshan (Yellow Mountain) region in Anhui, China.
-
B.
TXN
TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
-
C.
Elavon
Elavon is a global payment processing company that provides merchant acquiring and related financial services to businesses of all sizes.
-
D.
Startex
Startex is a small census-designated community in South Carolina known historically as a mill town within Spartanburg County.
-
E.
Xoom Corporation
Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
- 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: TXN Solutions Triple: [Alex Rampell, coFounded, TXN Solutions]
Generated description
TXN Solutions is a financial technology company co-founded by entrepreneur and investor Alex Rampell, likely focused on innovative transaction or payments solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TXN Solutions Target entity description: TXN Solutions is a financial technology company co-founded by entrepreneur and investor Alex Rampell, likely focused on innovative transaction or payments solutions.
-
A.
TXN
TXN is the IATA airport code for Huangshan Tunxi International Airport, serving the Huangshan (Yellow Mountain) region in Anhui, China.
-
B.
TXN
TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
-
C.
Elavon
Elavon is a global payment processing company that provides merchant acquiring and related financial services to businesses of all sizes.
-
D.
Startex
Startex is a small census-designated community in South Carolina known historically as a mill town within Spartanburg County.
-
E.
Xoom Corporation
Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
- F. None of above. chosen
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_69e24590862c8190858f180ad302adab |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1813608e48190922df7a5386dc391 |
completed | April 29, 2026, 3:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bc250aaa88190bd4d516e31012882 |
completed | May 19, 2026, 1:52 a.m. |
| NEDg | Description generation | batch_6a0bc30a16408190ba27d804c7a4933e |
completed | May 19, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bc39e4c00819083a5c7bc3c9c1526 |
completed | May 19, 2026, 1:57 a.m. |
Created at: April 17, 2026, 3:45 p.m.