Triple

T7692500
Position Surface form Disambiguated ID Type / Status
Subject You Could Have It So Much Better E174282 entity
Predicate producer P490 FINISHED
Object Rich Costey
Rich Costey is a renowned American record producer and mixer known for his work with prominent rock and alternative artists, shaping the sound of numerous critically acclaimed albums.
E686082 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: Rich Costey | Statement: [You Could Have It So Much Better, producer, Rich Costey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rich Costey
Context triple: [You Could Have It So Much Better, producer, Rich Costey]
  • A. Greg Stillson
    Greg Stillson is the ambitious, populist politician and primary antagonist in Stephen King’s novel "The Dead Zone," whose rise to power is foreseen to lead to catastrophic consequences.
  • B. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • C. Phil Cunningham
    Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
  • D. Ted Briskin
    Ted Briskin was an American businessman best known as the first husband of Hollywood actress and singer Betty Hutton.
  • E. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • 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: Rich Costey
Triple: [You Could Have It So Much Better, producer, Rich Costey]
Generated description
Rich Costey is a renowned American record producer and mixer known for his work with prominent rock and alternative artists, shaping the sound of numerous critically acclaimed albums.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rich Costey
Target entity description: Rich Costey is a renowned American record producer and mixer known for his work with prominent rock and alternative artists, shaping the sound of numerous critically acclaimed albums.
  • A. Greg Stillson
    Greg Stillson is the ambitious, populist politician and primary antagonist in Stephen King’s novel "The Dead Zone," whose rise to power is foreseen to lead to catastrophic consequences.
  • B. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • C. Phil Cunningham
    Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
  • D. Ted Briskin
    Ted Briskin was an American businessman best known as the first husband of Hollywood actress and singer Betty Hutton.
  • E. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7024481448190b32ba04e8792f15a completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be22dd6481908bb4c1afaf65bcb4 completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8bf9e93bc8190a4764967c06de4af completed March 29, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8c01bf3f08190a0071eff2c412e6e completed March 29, 2026, 6:01 a.m.
Created at: March 27, 2026, 4:02 p.m.