Triple

T3328103
Position Surface form Disambiguated ID Type / Status
Subject Ray Liotta E69965 entity
Predicate notableWork P4 FINISHED
Object Shades of Blue
Shades of Blue is an American crime drama television series starring Jennifer Lopez as a conflicted NYPD detective caught between corrupt colleagues and an FBI anti-corruption investigation.
E349298 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: Shades of Blue | Statement: [Ray Liotta, notableWork, Shades of Blue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shades of Blue
Context triple: [Ray Liotta, notableWork, Shades of Blue]
  • A. The Gold and the Blue
    The Gold and the Blue is a two-volume memoir by former University of California president Clark Kerr, chronicling the history, politics, and transformation of the UC system in the mid-20th century.
  • B. Black and Blue
    "Black and Blue" is a 1976 studio album by The Rolling Stones that showcases the band's transition into funk, reggae, and disco-influenced rock following the departure of guitarist Mick Taylor.
  • C. The Pale Blue Eye
    The Pale Blue Eye is a 2022 gothic mystery film that follows a detective investigating murders at West Point with the help of a young Edgar Allan Poe.
  • D. This Side of the Blue
    "This Side of the Blue" is a song by Joanna Newsom, known for its intricate harp accompaniment and poetic, surreal lyrics.
  • E. Into the Blue
    Into the Blue is a 2005 action-thriller film about a group of divers who discover a sunken plane full of drugs, starring Paul Walker and Jessica Alba.
  • 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: Shades of Blue
Triple: [Ray Liotta, notableWork, Shades of Blue]
Generated description
Shades of Blue is an American crime drama television series starring Jennifer Lopez as a conflicted NYPD detective caught between corrupt colleagues and an FBI anti-corruption investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shades of Blue
Target entity description: Shades of Blue is an American crime drama television series starring Jennifer Lopez as a conflicted NYPD detective caught between corrupt colleagues and an FBI anti-corruption investigation.
  • A. The Gold and the Blue
    The Gold and the Blue is a two-volume memoir by former University of California president Clark Kerr, chronicling the history, politics, and transformation of the UC system in the mid-20th century.
  • B. Black and Blue
    "Black and Blue" is a 1976 studio album by The Rolling Stones that showcases the band's transition into funk, reggae, and disco-influenced rock following the departure of guitarist Mick Taylor.
  • C. The Pale Blue Eye
    The Pale Blue Eye is a 2022 gothic mystery film that follows a detective investigating murders at West Point with the help of a young Edgar Allan Poe.
  • D. This Side of the Blue
    "This Side of the Blue" is a song by Joanna Newsom, known for its intricate harp accompaniment and poetic, surreal lyrics.
  • E. Into the Blue
    Into the Blue is a 2005 action-thriller film about a group of divers who discover a sunken plane full of drugs, starring Paul Walker and Jessica Alba.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16f61248190bab10f4ac9e066f7 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7ec9f48190873d90b678713bad completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c368e4c8190a011833fce090a7d completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31d3fa6088190a5abf858c01c25bc completed March 12, 2026, 8:08 p.m.
Created at: March 8, 2026, 3:12 p.m.