Triple

T20089613
Position Surface form Disambiguated ID Type / Status
Subject Secrets E496232 entity
Predicate producer P490 FINISHED
Object Tony Rich
Tony Rich is an American R&B singer, songwriter, and record producer best known for his Grammy-winning work in the 1990s, including the hit single "Nobody Knows."
 E1409549 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: Tony Rich | Statement: [Secrets, producer, Tony Rich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Rich
Context triple: [Secrets, producer, Tony Rich]
  • A. Ron Rich
    Ron Rich was an American actor best known for his role in the 1966 Billy Wilder comedy film "The Fortune Cookie."
  • B. Andrew Rich
    Andrew Rich is a fictional character known primarily as the estranged biological father of Jane Hopper (Eleven) in the Stranger Things universe.
  • C. John Rich
    John Rich was an influential 18th-century English theatre manager and producer, best known for pioneering English pantomime and helping establish Covent Garden as a major London playhouse.
  • D. John Rich
    John Rich was an American television director and producer best known for his work on classic sitcoms such as "All in the Family," "The Dick Van Dyke Show," and "The Brady Bunch."
  • E. John Rich
    John Rich is an American country music singer, songwriter, and record producer best known as one half of the duo Big & Rich and a former member of the band Lonestar.
  • 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: Tony Rich
Triple: [Secrets, producer, Tony Rich]
Generated description
Tony Rich is an American R&B singer, songwriter, and record producer best known for his Grammy-winning work in the 1990s, including the hit single "Nobody Knows."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Rich
Target entity description: Tony Rich is an American R&B singer, songwriter, and record producer best known for his Grammy-winning work in the 1990s, including the hit single "Nobody Knows."
  • A. Ron Rich
    Ron Rich was an American actor best known for his role in the 1966 Billy Wilder comedy film "The Fortune Cookie."
  • B. Andrew Rich
    Andrew Rich is a fictional character known primarily as the estranged biological father of Jane Hopper (Eleven) in the Stranger Things universe.
  • C. John Rich
    John Rich was an influential 18th-century English theatre manager and producer, best known for pioneering English pantomime and helping establish Covent Garden as a major London playhouse.
  • D. John Rich
    John Rich is an American country music singer, songwriter, and record producer best known as one half of the duo Big & Rich and a former member of the band Lonestar.
  • E. John Rich
    John Rich was an American television director and producer best known for his work on classic sitcoms such as "All in the Family," "The Dick Van Dyke Show," and "The Brady Bunch."
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6655d65a88190a510132f36341b6c completed April 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f4bdf448190a0abfbaddcf6bd63 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a081ff7022c81908859a7f5b6a3506d completed May 16, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a08209cbaf88190b2a6d1284fc02228 completed May 16, 2026, 7:45 a.m.
Created at: April 11, 2026, 11:19 p.m.