Triple

T8830172
Position Surface form Disambiguated ID Type / Status
Subject Progressive Corporation E210116 entity
Predicate hasBrandCharacter P25498 FINISHED
Object Flo
Flo is the fictional, upbeat insurance saleswoman character featured in Progressive Corporation’s advertising campaigns, known for her white uniform, retro hairstyle, and humorous personality.
 E236512 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: Flo | Statement: [Progressive Corporation, hasBrandCharacter, Flo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flo
Context triple: [Progressive Corporation, hasBrandCharacter, Flo]
  • A. Flo
    Flo is a supporting character in Pixar's "Cars" franchise, known as the stylish turquoise show car who runs Flo's V8 Café in Radiator Springs.
  • B. Flo
    Flo was one of Jane Goodall’s most famous Gombe chimpanzees, known as a highly influential matriarch whose life and family were central to long-term studies of chimpanzee behavior and social structure.
  • C. FLO
    FLO is the Norwegian Defence Logistics Organisation, responsible for procuring, managing, and maintaining materiel and logistics support for Norway’s armed forces.
  • D. Foyle
    Foyle is a parliamentary constituency in Northern Ireland centered on the city of Derry/Londonderry.
  • E. Fu
    Fu is a Chinese surname borne by various notable historical and contemporary figures across politics, arts, and other fields.
  • 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: Flo
Triple: [Progressive Corporation, hasBrandCharacter, Flo]
Generated description
Flo is the fictional, upbeat insurance saleswoman character featured in Progressive Corporation’s advertising campaigns, known for her white uniform, retro hairstyle, and humorous personality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flo
Target entity description: Flo is the fictional, upbeat insurance saleswoman character featured in Progressive Corporation’s advertising campaigns, known for her white uniform, retro hairstyle, and humorous personality.
  • A. Flo
    Flo was one of Jane Goodall’s most famous Gombe chimpanzees, known as a highly influential matriarch whose life and family were central to long-term studies of chimpanzee behavior and social structure.
  • B. Flo chosen
    Flo is a supporting character in Pixar's "Cars" franchise, known as the stylish turquoise show car who runs Flo's V8 Café in Radiator Springs.
  • C. FLO
    FLO is the Norwegian Defence Logistics Organisation, responsible for procuring, managing, and maintaining materiel and logistics support for Norway’s armed forces.
  • D. Foyle
    Foyle is a parliamentary constituency in Northern Ireland centered on the city of Derry/Londonderry.
  • E. Fu
    Fu is a Chinese surname borne by various notable historical and contemporary figures across politics, arts, and other fields.
  • 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc604db0788190a3082467d80fdaf5 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf896382708190a08c6bacf1157066 completed April 3, 2026, 9:33 a.m.
NEDg Description generation batch_69cf8ab6c1a8819097b8a84902a10296 completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bc521dc81908918b48a25f290bb completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:47 p.m.