Triple

T6101513
Position Surface form Disambiguated ID Type / Status
Subject Nurses (U.S. TV series) E136007 entity
Predicate character P662 FINISHED
Object Julie Milbury
Julie Milbury is a fictional nurse character featured in the American television series "Nurses."
E571783 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: Julie Milbury | Statement: [Nurses (U.S. TV series), character, Julie Milbury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Milbury
Context triple: [Nurses (U.S. TV series), character, Julie Milbury]
  • A. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • B. Alison Harbaugh
    Alison Harbaugh is known as the daughter of longtime Baltimore Ravens head coach John Harbaugh.
  • C. Joyce Emrick
    Joyce Emrick is the wife of renowned American sportscaster Mike "Doc" Emrick and is known primarily for her long-standing support of his broadcasting career.
  • D. Jill Emery
    Jill Emery is an American bassist best known for her work with the alternative rock band Hole and other influential underground rock acts.
  • E. Julie Ferguson
    Julie Ferguson is the wife of the late American actor and comedian Charles Grodin.
  • 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: Julie Milbury
Triple: [Nurses (U.S. TV series), character, Julie Milbury]
Generated description
Julie Milbury is a fictional nurse character featured in the American television series "Nurses."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Milbury
Target entity description: Julie Milbury is a fictional nurse character featured in the American television series "Nurses."
  • A. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • B. Alison Harbaugh
    Alison Harbaugh is known as the daughter of longtime Baltimore Ravens head coach John Harbaugh.
  • C. Joyce Emrick
    Joyce Emrick is the wife of renowned American sportscaster Mike "Doc" Emrick and is known primarily for her long-standing support of his broadcasting career.
  • D. Jill Emery
    Jill Emery is an American bassist best known for her work with the alternative rock band Hole and other influential underground rock acts.
  • E. Julie Ferguson
    Julie Ferguson is the wife of the late American actor and comedian Charles Grodin.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b3aa9908190865be98ada141d37 completed March 22, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1359334c081909653603633ba9c06 completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c138cfc1dc81908a4dcd2c13e42528 completed March 23, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69c139b3ebbc81909111413ca2dbc10d completed March 23, 2026, 1:01 p.m.
Created at: March 22, 2026, 4:13 p.m.