Triple

T3996182
Position Surface form Disambiguated ID Type / Status
Subject Ocean's 8 E87102 entity
Predicate writer P1360 FINISHED
Object Olivia Milch
Olivia Milch is an American screenwriter and film director known for co-writing the heist comedy film "Ocean's 8."
 E404311 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: Olivia Milch | Statement: [Ocean's 8, writer, Olivia Milch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Olivia Milch
Context triple: [Ocean's 8, writer, Olivia Milch]
  • A. Olivia Walton
    Olivia Walton is the strong, nurturing matriarch of the Walton family in the classic American television series "The Waltons."
  • B. Olivia
    Olivia is a feminine given name of Latin origin meaning "olive tree," widely used in English-speaking countries and popularized by literature and modern media.
  • C. Olivia Brown
    Olivia Brown is known as the spouse of American actor Mykelti Williamson, recognized for his roles in films like "Forrest Gump."
  • D. Olivia Simmons
    Olivia Simmons is the daughter of American actor J.K. Simmons.
  • E. Olivia Cole
    Olivia Cole was an American actress best known for her Emmy-winning performances in television miniseries and dramas, including prominent roles in productions like "Backstairs at the White House" and "Roots."
  • 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: Olivia Milch
Triple: [Ocean's 8, writer, Olivia Milch]
Generated description
Olivia Milch is an American screenwriter and film director known for co-writing the heist comedy film "Ocean's 8."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Olivia Milch
Target entity description: Olivia Milch is an American screenwriter and film director known for co-writing the heist comedy film "Ocean's 8."
  • A. Olivia Walton
    Olivia Walton is the strong, nurturing matriarch of the Walton family in the classic American television series "The Waltons."
  • B. Olivia
    Olivia is a feminine given name of Latin origin meaning "olive tree," widely used in English-speaking countries and popularized by literature and modern media.
  • C. Olivia Brown
    Olivia Brown is known as the spouse of American actor Mykelti Williamson, recognized for his roles in films like "Forrest Gump."
  • D. Olivia Simmons
    Olivia Simmons is the daughter of American actor J.K. Simmons.
  • E. Olivia Cole
    Olivia Cole was an American actress best known for her Emmy-winning performances in television miniseries and dramas, including prominent roles in productions like "Backstairs at the White House" and "Roots."
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa2159d88190a01de8b038341916 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5403f14ec8190a77189c7066676f2 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54112e3788190800e295a745c4689 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541808d548190987ad1538c647664 completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:34 p.m.