Triple

T7491008
Position Surface form Disambiguated ID Type / Status
Subject Joe Brown E177003 entity
Predicate employer P7 FINISHED
Object Joe Brown Shops
Joe Brown Shops is a retail business associated with and employing Joe Brown, likely operating under his name as a branded chain or store.
 E668786 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: Joe Brown Shops | Statement: [Joe Brown, employer, Joe Brown Shops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Brown Shops
Context triple: [Joe Brown, employer, Joe Brown Shops]
  • A. Mervyn
    Mervyn is a masculine given name of Welsh origin, historically meaning "sea hill" or "famous friend."
  • B. Hatchards
    Hatchards is a historic London bookshop, founded in 1797 and renowned as one of the oldest and most prestigious bookstores in the United Kingdom.
  • C. Hammerson
    Hammerson is a major British property development and investment company specializing in retail destinations such as shopping centres and retail parks.
  • D. Schlesinger & Mayer Store
    The Schlesinger & Mayer Store is a landmark Chicago department store building celebrated as one of architect Louis Sullivan’s finest examples of early commercial skyscraper design.
  • E. Sullivan & Son
    Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
  • 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: Joe Brown Shops
Triple: [Joe Brown, employer, Joe Brown Shops]
Generated description
Joe Brown Shops is a retail business associated with and employing Joe Brown, likely operating under his name as a branded chain or store.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Brown Shops
Target entity description: Joe Brown Shops is a retail business associated with and employing Joe Brown, likely operating under his name as a branded chain or store.
  • A. Mervyn
    Mervyn is a masculine given name of Welsh origin, historically meaning "sea hill" or "famous friend."
  • B. Hatchards
    Hatchards is a historic London bookshop, founded in 1797 and renowned as one of the oldest and most prestigious bookstores in the United Kingdom.
  • C. Hammerson
    Hammerson is a major British property development and investment company specializing in retail destinations such as shopping centres and retail parks.
  • D. Schlesinger & Mayer Store
    The Schlesinger & Mayer Store is a landmark Chicago department store building celebrated as one of architect Louis Sullivan’s finest examples of early commercial skyscraper design.
  • E. Sullivan & Son
    Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5767d3481909a9a0e099cc02d03 completed March 27, 2026, 9:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c76a8988190bb5ff21731b19d4b completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e4052b481908df2fc43c71b3b07 completed March 28, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69c83ed33870819094b085229376da8a completed March 28, 2026, 8:49 p.m.
Created at: March 27, 2026, 3:43 p.m.