Triple

T13342410
Position Surface form Disambiguated ID Type / Status
Subject Arthur Lasenby Liberty E317857 entity
Predicate employer P7 FINISHED
Object Farmer and Rogers
Farmer and Rogers was a prominent 19th-century London fashion and shawl retailer, best known as the firm where Arthur Lasenby Liberty began his career before founding Liberty & Co.
E1035538 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: Farmer and Rogers | Statement: [Arthur Lasenby Liberty, employer, Farmer and Rogers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farmer and Rogers
Context triple: [Arthur Lasenby Liberty, employer, Farmer and Rogers]
  • A. Rogers
    Rogers is a small suburban city in Minnesota known for its location northwest of Minneapolis and its blend of residential neighborhoods, light industry, and retail development.
  • B. Rogers
    Rogers is a growing city in northwestern Arkansas known for its role in the Fayetteville–Springdale–Rogers metropolitan area and as a regional commercial and retail hub.
  • C. Rogers
    Rogers is a common English-language surname borne by numerous notable individuals across fields such as science, politics, entertainment, and sports.
  • D. Rogers
    Rogers is a major Canadian communications and media company known for its wireless, cable, internet, and sports media services.
  • E. Rip Rogers
    Rip Rogers is a retired American professional wrestler and renowned trainer known for mentoring numerous future stars in promotions like Ohio Valley Wrestling.
  • 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: Farmer and Rogers
Triple: [Arthur Lasenby Liberty, employer, Farmer and Rogers]
Generated description
Farmer and Rogers was a prominent 19th-century London fashion and shawl retailer, best known as the firm where Arthur Lasenby Liberty began his career before founding Liberty & Co.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farmer and Rogers
Target entity description: Farmer and Rogers was a prominent 19th-century London fashion and shawl retailer, best known as the firm where Arthur Lasenby Liberty began his career before founding Liberty & Co.
  • A. Rogers
    Rogers is a small suburban city in Minnesota known for its location northwest of Minneapolis and its blend of residential neighborhoods, light industry, and retail development.
  • B. Rogers
    Rogers is a growing city in northwestern Arkansas known for its role in the Fayetteville–Springdale–Rogers metropolitan area and as a regional commercial and retail hub.
  • C. Rogers
    Rogers is a common English-language surname borne by numerous notable individuals across fields such as science, politics, entertainment, and sports.
  • D. Rogers
    Rogers is a major Canadian communications and media company known for its wireless, cable, internet, and sports media services.
  • E. Rip Rogers
    Rip Rogers is a retired American professional wrestler and renowned trainer known for mentoring numerous future stars in promotions like Ohio Valley Wrestling.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99d0379d481909a50fff31b19fed1 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f417e4081908ab2025a313bfad1 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204ac36c8190a04e921442489e9c completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f7221887208190ac98945a023bc496 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:31 p.m.