Triple

T11094003
Position Surface form Disambiguated ID Type / Status
Subject The Good Nurse E262326 entity
Predicate mainCharacter P1183 FINISHED
Object Amy Loughren
Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
E904362 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: Amy Loughren | Statement: [The Good Nurse, mainCharacter, Amy Loughren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Loughren
Context triple: [The Good Nurse, mainCharacter, Amy Loughren]
  • A. Zoe Lofgren
    Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
  • B. Nancy Daly
    Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
  • C. Amy Lofgren
    Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
  • D. Katharine Daly
    Katharine Daly was the wife of early 20th-century Major League Baseball shortstop Ray Chapman, who played for the Cleveland Indians.
  • E. Coleen Rowley
    Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
  • 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: Amy Loughren
Triple: [The Good Nurse, mainCharacter, Amy Loughren]
Generated description
Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Loughren
Target entity description: Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
  • A. Zoe Lofgren
    Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
  • B. Nancy Daly
    Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
  • C. Amy Lofgren
    Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
  • D. Katharine Daly
    Katharine Daly was the wife of early 20th-century Major League Baseball shortstop Ray Chapman, who played for the Cleveland Indians.
  • E. Coleen Rowley
    Coleen Rowley is a former FBI special agent and whistleblower known for exposing intelligence failures prior to the September 11 attacks.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799ed12d88190a4ad8c346d68f11f completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7e0c7e4819098e690ffebbd8e61 completed April 18, 2026, 8:21 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.