Triple

T2951884
Position Surface form Disambiguated ID Type / Status
Subject GEICO E79837 entity
Predicate hasCompetitor P1375 FINISHED
Object USAA
USAA is a U.S.-based financial services company best known for providing insurance, banking, and investment products primarily to military members and their families.
 E313807 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: USAA | Statement: [GEICO, hasCompetitor, USAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAA
Context triple: [GEICO, hasCompetitor, USAA]
  • A. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • B. U.S. Bank
    U.S. Bank is a major American financial services company and one of the largest commercial banks in the United States.
  • C. Wells Fargo
    Wells Fargo is a large American multinational financial services company and one of the biggest banks in the United States.
  • D. Comerica Bank
    Comerica Bank is a large U.S. financial services company headquartered in Dallas, Texas, known for its commercial banking, wealth management, and retail banking operations.
  • E. Chase Bank
    Chase Bank is a major U.S. consumer and commercial banking institution operated by JPMorgan Chase, offering a wide range of financial products and services nationwide.
  • 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: USAA
Triple: [GEICO, hasCompetitor, USAA]
Generated description
USAA is a U.S.-based financial services company best known for providing insurance, banking, and investment products primarily to military members and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USAA
Target entity description: USAA is a U.S.-based financial services company best known for providing insurance, banking, and investment products primarily to military members and their families.
  • A. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • B. U.S. Bank
    U.S. Bank is a major American financial services company and one of the largest commercial banks in the United States.
  • C. Wells Fargo
    Wells Fargo is a large American multinational financial services company and one of the biggest banks in the United States.
  • D. Comerica Bank
    Comerica Bank is a large U.S. financial services company headquartered in Dallas, Texas, known for its commercial banking, wealth management, and retail banking operations.
  • E. Chase Bank
    Chase Bank is a major U.S. consumer and commercial banking institution operated by JPMorgan Chase, offering a wide range of financial products and services nationwide.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fcea5c8190b7d80de942bcb4f7 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7edc808190863ec8f99efa3875 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.