Triple

T13222342
Position Surface form Disambiguated ID Type / Status
Subject Dr. Ignatius "Iggy" Frome E314784 entity
Predicate worksWith P398 FINISHED
Object Dr. Lauren Bloom
Dr. Lauren Bloom is a driven and skilled emergency department physician and administrator at New Amsterdam Medical Center in the TV series "New Amsterdam."
E1027927 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: Dr. Lauren Bloom | Statement: [Dr. Ignatius "Iggy" Frome, worksWith, Dr. Lauren Bloom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Lauren Bloom
Context triple: [Dr. Ignatius "Iggy" Frome, worksWith, Dr. Lauren Bloom]
  • A. Marcie Bloom
    Marcie Bloom is a film executive and co-founder of Sony Pictures Classics, known for her influential role in acquiring and distributing acclaimed independent and foreign films.
  • B. Melanie Sloan
    Melanie Sloan is an American film producer best known as the mother of actress Scarlett Johansson.
  • C. Lisa Blum
    Lisa Blum is a film producer known for her work on the horror-comedy movie "A Haunted House."
  • D. Lauren Schuker Blum
    Lauren Schuker Blum is an American journalist and screenwriter known for her work in entertainment reporting and film and television writing.
  • E. Marla Singer
    Marla Singer is a nihilistic, self-destructive woman whose chaotic relationship with the narrator becomes central to the psychological and thematic unraveling of Fight Club.
  • 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: Dr. Lauren Bloom
Triple: [Dr. Ignatius "Iggy" Frome, worksWith, Dr. Lauren Bloom]
Generated description
Dr. Lauren Bloom is a driven and skilled emergency department physician and administrator at New Amsterdam Medical Center in the TV series "New Amsterdam."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Lauren Bloom
Target entity description: Dr. Lauren Bloom is a driven and skilled emergency department physician and administrator at New Amsterdam Medical Center in the TV series "New Amsterdam."
  • A. Marcie Bloom
    Marcie Bloom is a film executive and co-founder of Sony Pictures Classics, known for her influential role in acquiring and distributing acclaimed independent and foreign films.
  • B. Melanie Sloan
    Melanie Sloan is an American film producer best known as the mother of actress Scarlett Johansson.
  • C. Lisa Blum
    Lisa Blum is a film producer known for her work on the horror-comedy movie "A Haunted House."
  • D. Lauren Schuker Blum
    Lauren Schuker Blum is an American journalist and screenwriter known for her work in entertainment reporting and film and television writing.
  • E. Marla Singer
    Marla Singer is a nihilistic, self-destructive woman whose chaotic relationship with the narrator becomes central to the psychological and thematic unraveling of Fight Club.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98cf74d708190a61d8ad938653b06 completed April 10, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff24be9881908b96f3e72325e55f completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f7001924d48190af7d430cb258409a completed May 3, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69f700cfb43881909c903ec12b15065a completed May 3, 2026, 8:01 a.m.
Created at: April 9, 2026, 9:18 p.m.