Triple

T12204073
Position Surface form Disambiguated ID Type / Status
Subject The Impressions E290792 entity
Predicate notableMember P10 FINISHED
Object Fred Cash
Fred Cash is an American soul singer best known as a longtime member of the influential vocal group The Impressions.
E971655 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: Fred Cash | Statement: [The Impressions, notableMember, Fred Cash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Cash
Context triple: [The Impressions, notableMember, Fred Cash]
  • A. Tony Hogburn
    Tony Hogburn is a troubled former professional athlete and recovering addict who attends the mysterious wellness retreat at the center of Liane Moriarty’s novel and its TV adaptation Nine Perfect Strangers.
  • B. Fred Dunlap
    Fred Dunlap was a prominent 19th-century American second baseman known for his exceptional fielding and hitting during the early years of professional baseball.
  • C. Frank Johnston
    Frank Johnston was a Canadian landscape painter best known as one of the original members of the Group of Seven, a pioneering modern art movement in early 20th-century Canada.
  • D. William Opdyke
    William Opdyke is a computer scientist best known for pioneering the concept of code refactoring, including one of the earliest doctoral theses on the subject and contributions to the foundational work "Refactoring: Improving the Design of Existing Code."
  • E. Frank Thornton
    Frank Thornton was an English actor and comedian best known for his role as the pompous floorwalker Captain Peacock in the long-running British sitcom "Are You Being Served?".
  • 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: Fred Cash
Triple: [The Impressions, notableMember, Fred Cash]
Generated description
Fred Cash is an American soul singer best known as a longtime member of the influential vocal group The Impressions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Cash
Target entity description: Fred Cash is an American soul singer best known as a longtime member of the influential vocal group The Impressions.
  • A. Tony Hogburn
    Tony Hogburn is a troubled former professional athlete and recovering addict who attends the mysterious wellness retreat at the center of Liane Moriarty’s novel and its TV adaptation Nine Perfect Strangers.
  • B. Fred Dunlap
    Fred Dunlap was a prominent 19th-century American second baseman known for his exceptional fielding and hitting during the early years of professional baseball.
  • C. Frank Johnston
    Frank Johnston was a Canadian landscape painter best known as one of the original members of the Group of Seven, a pioneering modern art movement in early 20th-century Canada.
  • D. William Opdyke
    William Opdyke is a computer scientist best known for pioneering the concept of code refactoring, including one of the earliest doctoral theses on the subject and contributions to the foundational work "Refactoring: Improving the Design of Existing Code."
  • E. Frank Thornton
    Frank Thornton was an English actor and comedian best known for his role as the pompous floorwalker Captain Peacock in the long-running British sitcom "Are You Being Served?".
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7c9084819085e7d2f9038f409f completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9ae3d48190a220ccd37ce8d3e7 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60fe34e688190bf7915eea917815c completed May 2, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.