Triple

T14630664
Position Surface form Disambiguated ID Type / Status
Subject Ari Gold E343469 entity
Predicate employer P7 FINISHED
Object Miller Gold Agency
Miller Gold Agency is a fictional high-powered Hollywood talent agency featured in the television series "Entourage," run by the brash super-agent Ari Gold.
E1109550 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: Miller Gold Agency | Statement: [Ari Gold, employer, Miller Gold Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miller Gold Agency
Context triple: [Ari Gold, employer, Miller Gold Agency]
  • A. Bullion King
    Bullion King was the nickname of Premchand Roychand, a prominent 19th-century Indian stockbroker and businessman known for his major role in the early Bombay financial markets.
  • B. U.S. Gold
    U.S. Gold was a British video game publisher known for importing and distributing popular American computer and console games in Europe during the 1980s and early 1990s.
  • C. Barbour Silver Company
    Barbour Silver Company was an American silverware and silver-plated goods manufacturer known for its ornate Victorian and early 20th-century designs, later operating as part of the International Silver Company conglomerate.
  • D. International Silver Company
    International Silver Company was a prominent American manufacturer and conglomerate of silver and silver-plated wares, historically based in Meriden, Connecticut.
  • E. Consolidated Gold Mine
    Consolidated Gold Mine is a historic gold mining operation, best known as a former major producer of gold and now often recognized as a heritage and tourist site illustrating early industrial mining practices.
  • 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: Miller Gold Agency
Triple: [Ari Gold, employer, Miller Gold Agency]
Generated description
Miller Gold Agency is a fictional high-powered Hollywood talent agency featured in the television series "Entourage," run by the brash super-agent Ari Gold.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miller Gold Agency
Target entity description: Miller Gold Agency is a fictional high-powered Hollywood talent agency featured in the television series "Entourage," run by the brash super-agent Ari Gold.
  • A. Bullion King
    Bullion King was the nickname of Premchand Roychand, a prominent 19th-century Indian stockbroker and businessman known for his major role in the early Bombay financial markets.
  • B. U.S. Gold
    U.S. Gold was a British video game publisher known for importing and distributing popular American computer and console games in Europe during the 1980s and early 1990s.
  • C. Barbour Silver Company
    Barbour Silver Company was an American silverware and silver-plated goods manufacturer known for its ornate Victorian and early 20th-century designs, later operating as part of the International Silver Company conglomerate.
  • D. International Silver Company
    International Silver Company was a prominent American manufacturer and conglomerate of silver and silver-plated wares, historically based in Meriden, Connecticut.
  • E. Consolidated Gold Mine
    Consolidated Gold Mine is a historic gold mining operation, best known as a former major producer of gold and now often recognized as a heritage and tourist site illustrating early industrial mining practices.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92ded848190b031d3ff29e54a00 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb0859cfc8190b0061c2e7c629260 completed May 8, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69fdb14346508190afc3067469412efb completed May 8, 2026, 9:47 a.m.
Created at: April 10, 2026, 1:26 a.m.