Triple

T13784508
Position Surface form Disambiguated ID Type / Status
Subject SoFi Technologies, Inc. E331218 entity
Predicate tickerSymbol P1447 FINISHED
Object SOFI
SOFI is the stock ticker symbol for SoFi Technologies, Inc., a U.S.-based online personal finance company offering services such as student loan refinancing, mortgages, investing, and banking.
 E1061003 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: SOFI | Statement: [SoFi Technologies, Inc., tickerSymbol, SOFI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SOFI
Context triple: [SoFi Technologies, Inc., tickerSymbol, SOFI]
  • A. SOFI
    SOFI is the commonly used abbreviation for the annual United Nations report “The State of Food Security and Nutrition in the World,” which monitors global hunger and nutrition trends.
  • B. SOFI
    SOFI is a near-infrared imaging and spectroscopic instrument used on the NTT 3.58 m Telescope at the La Silla Observatory for astronomical observations.
  • C. SOF
    SOF refers to Jordan’s elite Special Operations Forces, a highly trained military unit specializing in counterterrorism, unconventional warfare, and rapid-response missions.
  • D. SOF
    SOF is the three-letter IATA airport code for Sofia Airport, the main international airport serving Sofia, the capital of Bulgaria.
  • E. SOF
    SOF is the abbreviation for the Belgian Special Operations Forces, an elite military unit specializing in high-risk, strategic missions.
  • 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: SOFI
Triple: [SoFi Technologies, Inc., tickerSymbol, SOFI]
Generated description
SOFI is the stock ticker symbol for SoFi Technologies, Inc., a U.S.-based online personal finance company offering services such as student loan refinancing, mortgages, investing, and banking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SOFI
Target entity description: SOFI is the stock ticker symbol for SoFi Technologies, Inc., a U.S.-based online personal finance company offering services such as student loan refinancing, mortgages, investing, and banking.
  • A. SOFI
    SOFI is the commonly used abbreviation for the annual United Nations report “The State of Food Security and Nutrition in the World,” which monitors global hunger and nutrition trends.
  • B. SOFI
    SOFI is a near-infrared imaging and spectroscopic instrument used on the NTT 3.58 m Telescope at the La Silla Observatory for astronomical observations.
  • C. SOF
    SOF refers to Jordan’s elite Special Operations Forces, a highly trained military unit specializing in counterterrorism, unconventional warfare, and rapid-response missions.
  • D. SOF
    SOF is the three-letter IATA airport code for Sofia Airport, the main international airport serving Sofia, the capital of Bulgaria.
  • E. SOF
    SOF is the abbreviation for the Belgian Special Operations Forces, an elite military unit specializing in high-risk, strategic missions.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0248db988190aa43c3723af25f90 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07b0b2881909b316e3cc67f1ec1 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e2e1b481908b74b5053e49fa38 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.