Triple

T21611731
Position Surface form Disambiguated ID Type / Status
Subject Empire Entertainment E533326 entity
Predicate employsFictionalCharacter P26582 FINISHED
Object Thirsty Rawlings
Thirsty Rawlings is a savvy, fast-talking lawyer and fixer who serves as Lucious Lyon’s trusted right-hand man on the television series "Empire."
E1493396 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: Thirsty Rawlings | Statement: [Empire Entertainment, employsFictionalCharacter, Thirsty Rawlings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thirsty Rawlings
Context triple: [Empire Entertainment, employsFictionalCharacter, Thirsty Rawlings]
  • A. Hope Tinker
    Hope Tinker is a member of the Tinker family, known in connection with Mary Beth Tinker of the landmark U.S. student free-speech case Tinker v. Des Moines.
  • B. Taffy Bowen
    Taffy Bowen was a Welsh physicist and radar pioneer whose work on airborne radar during World War II was crucial to the development of modern radar technology.
  • C. Mattie Franklin
    Mattie Franklin is a Marvel Comics superhero who becomes the third Spider-Woman, gaining spider-like powers and operating within the Spider-Man universe.
  • D. Vada Pinson
    Vada Pinson was an American Major League Baseball center fielder, primarily for the Cincinnati Reds, known for his speed, strong defense, and consistent hitting during the late 1950s and 1960s.
  • E. Winnie Palmer
    Winnie Palmer was a prominent American philanthropist and the wife of legendary golfer Arnold Palmer, known for her extensive charitable work, especially in healthcare and children’s causes.
  • 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: Thirsty Rawlings
Triple: [Empire Entertainment, employsFictionalCharacter, Thirsty Rawlings]
Generated description
Thirsty Rawlings is a savvy, fast-talking lawyer and fixer who serves as Lucious Lyon’s trusted right-hand man on the television series "Empire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thirsty Rawlings
Target entity description: Thirsty Rawlings is a savvy, fast-talking lawyer and fixer who serves as Lucious Lyon’s trusted right-hand man on the television series "Empire."
  • A. Hope Tinker
    Hope Tinker is a member of the Tinker family, known in connection with Mary Beth Tinker of the landmark U.S. student free-speech case Tinker v. Des Moines.
  • B. Taffy Bowen
    Taffy Bowen was a Welsh physicist and radar pioneer whose work on airborne radar during World War II was crucial to the development of modern radar technology.
  • C. Mattie Franklin
    Mattie Franklin is a Marvel Comics superhero who becomes the third Spider-Woman, gaining spider-like powers and operating within the Spider-Man universe.
  • D. Vada Pinson
    Vada Pinson was an American Major League Baseball center fielder, primarily for the Cincinnati Reds, known for his speed, strong defense, and consistent hitting during the late 1950s and 1960s.
  • E. Winnie Palmer
    Winnie Palmer was a prominent American philanthropist and the wife of legendary golfer Arnold Palmer, known for her extensive charitable work, especially in healthcare and children’s causes.
  • 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_69e0c46411108190bba0d4176dffc9f3 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef3ba79424819094e9ee93c4bbcc0b completed April 27, 2026, 10:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd3d0d9881909d04a901cf65c211 completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a0a0c1bb6188190966c2db0f61048f7 completed May 17, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0a0cb1b9d08190aa0edccd5a49b289 completed May 17, 2026, 6:45 p.m.
Created at: April 16, 2026, 6:33 p.m.