Triple

T15389146
Position Surface form Disambiguated ID Type / Status
Subject Uptown Girls E367993 entity
Predicate screenwriter P2831 FINISHED
Object Julia Dahl
Julia Dahl is a screenwriter best known for her work on the film "Uptown Girls."
E1160656 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: Julia Dahl | Statement: [Uptown Girls, screenwriter, Julia Dahl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia Dahl
Context triple: [Uptown Girls, screenwriter, Julia Dahl]
  • A. Julia Rossmore
    Julia Rossmore is a central character in the film "Daddy's Little Girls," serving as the successful attorney who becomes romantically involved with the protagonist while helping him fight for custody of his daughters.
  • B. Julia Milner
    Julia Milner is a philanthropist and co-founder of the Breakthrough Prize in Mathematics, known for supporting and promoting excellence in fundamental scientific research.
  • C. Julia Hamer
    Julia Hamer is a British professional wrestler better known by her ring name Saraya Knight, a prominent figure in the UK independent wrestling scene and mother of WWE star Paige.
  • D. Julia Winter
    Julia Winter is a Swedish-born British actress best known for playing the spoiled heiress Veruca Salt in the 2005 film "Charlie and the Chocolate Factory."
  • E. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • 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: Julia Dahl
Triple: [Uptown Girls, screenwriter, Julia Dahl]
Generated description
Julia Dahl is a screenwriter best known for her work on the film "Uptown Girls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia Dahl
Target entity description: Julia Dahl is a screenwriter best known for her work on the film "Uptown Girls."
  • A. Julia Rossmore
    Julia Rossmore is a central character in the film "Daddy's Little Girls," serving as the successful attorney who becomes romantically involved with the protagonist while helping him fight for custody of his daughters.
  • B. Julia Milner
    Julia Milner is a philanthropist and co-founder of the Breakthrough Prize in Mathematics, known for supporting and promoting excellence in fundamental scientific research.
  • C. Julia Hamer
    Julia Hamer is a British professional wrestler better known by her ring name Saraya Knight, a prominent figure in the UK independent wrestling scene and mother of WWE star Paige.
  • D. Julia Winter
    Julia Winter is a Swedish-born British actress best known for playing the spoiled heiress Veruca Salt in the 2005 film "Charlie and the Chocolate Factory."
  • E. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e761b688190893a81246b735b76 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff364f8ab481909f88e6b5fb42cd19 completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:19 a.m.