Triple

T6954394
Position Surface form Disambiguated ID Type / Status
Subject Crisis E161205 entity
Predicate creator P184 FINISHED
Object Rand Ravich
Rand Ravich is an American screenwriter, director, and producer best known for creating and producing television series such as "Crisis" and "Life" and writing the film "The Astronaut's Wife."
E630785 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: Rand Ravich | Statement: [Crisis, creator, Rand Ravich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rand Ravich
Context triple: [Crisis, creator, Rand Ravich]
  • A. Carl Lerner
    Carl Lerner was an American film editor best known for his work on influential films of the 1960s and 1970s, including the thriller "Klute."
  • B. Pat Hanrahan
    Pat Hanrahan is a computer graphics pioneer, Stanford professor, and Turing Award–winning researcher best known for co-founding Tableau and his influential work on rendering and visualization.
  • C. James Plyler
    James Plyler was the superintendent of the Tyler, Texas Independent School District who became the named petitioner in the landmark U.S. Supreme Court case Plyler v. Doe challenging the denial of public education to undocumented children.
  • D. William Kahn
    William Kahn is an organizational psychologist best known for introducing the concept of employee engagement and studying the psychological conditions that influence people’s involvement in their work roles.
  • E. Douglas John Fisher
    Douglas John Fisher is an American Episcopal bishop who serves as the spiritual and administrative leader of the Episcopal Diocese of Western Massachusetts.
  • 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: Rand Ravich
Triple: [Crisis, creator, Rand Ravich]
Generated description
Rand Ravich is an American screenwriter, director, and producer best known for creating and producing television series such as "Crisis" and "Life" and writing the film "The Astronaut's Wife."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rand Ravich
Target entity description: Rand Ravich is an American screenwriter, director, and producer best known for creating and producing television series such as "Crisis" and "Life" and writing the film "The Astronaut's Wife."
  • A. Carl Lerner
    Carl Lerner was an American film editor best known for his work on influential films of the 1960s and 1970s, including the thriller "Klute."
  • B. Pat Hanrahan
    Pat Hanrahan is a computer graphics pioneer, Stanford professor, and Turing Award–winning researcher best known for co-founding Tableau and his influential work on rendering and visualization.
  • C. James Plyler
    James Plyler was the superintendent of the Tyler, Texas Independent School District who became the named petitioner in the landmark U.S. Supreme Court case Plyler v. Doe challenging the denial of public education to undocumented children.
  • D. William Kahn
    William Kahn is an organizational psychologist best known for introducing the concept of employee engagement and studying the psychological conditions that influence people’s involvement in their work roles.
  • E. Douglas John Fisher
    Douglas John Fisher is an American Episcopal bishop who serves as the spiritual and administrative leader of the Episcopal Diocese of Western Massachusetts.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.