Triple

T13969941
Position Surface form Disambiguated ID Type / Status
Subject Killing Eve E336030 entity
Predicate showrunnerSeason4 P66646 FINISHED
Object Laura Neal
Laura Neal is a television writer and producer best known for serving as showrunner and head writer of the fourth season of the acclaimed series "Killing Eve."
E1148213 NE FINISHED

How this triple was built (5 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: Laura Neal | Statement: [Killing Eve, showrunnerSeason4, Laura Neal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laura Neal
Context triple: [Killing Eve, showrunnerSeason4, Laura Neal]
  • A. Laura Rister
    Laura Rister is a film producer and executive known for her work on independent and prestige projects, including the financial thriller "Margin Call."
  • B. Rebecca Neale
    Rebecca Neale is a historical figure known primarily as a member of the Neale family and the sister of American Catholic bishop Leonard Neale.
  • C. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • D. Shara Nelson
    Shara Nelson is a British singer and songwriter best known for her soulful vocals on early Massive Attack tracks, including the hit "Unfinished Sympathy."
  • E. Jessica Nevin
    Jessica Nevin is the daughter of acclaimed Australian actress and theatre director Robyn Nevin.
  • 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: Laura Neal
Triple: [Killing Eve, showrunnerSeason4, Laura Neal]
Generated description
Laura Neal is a television writer and producer best known for serving as showrunner and head writer of the fourth season of the acclaimed series "Killing Eve."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laura Neal
Target entity description: Laura Neal is a television writer and producer best known for serving as showrunner and head writer of the fourth season of the acclaimed series "Killing Eve."
  • A. Laura Rister
    Laura Rister is a film producer and executive known for her work on independent and prestige projects, including the financial thriller "Margin Call."
  • B. Rebecca Neale
    Rebecca Neale is a historical figure known primarily as a member of the Neale family and the sister of American Catholic bishop Leonard Neale.
  • C. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • D. Shara Nelson
    Shara Nelson is a British singer and songwriter best known for her soulful vocals on early Massive Attack tracks, including the hit "Unfinished Sympathy."
  • E. Jessica Nevin
    Jessica Nevin is the daughter of acclaimed Australian actress and theatre director Robyn Nevin.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: showrunnerSeason4
Context triple: [Killing Eve, showrunnerSeason4, Laura Neal]
  • A. showrunnerOf
    Indicates that a person serves as the primary creative and managerial leader (showrunner) responsible for overseeing the production of a television show or series.
  • B. showrunnerAtTimeOfAir chosen
    Indicates that a person served as the showrunner of a show during the time a particular episode or season was originally aired.
  • C. coShowrunnerWith
    Indicates that two or more individuals share the role and responsibilities of showrunner together on the same production.
  • D. introducedByShowrunner
    Indicates that something (such as a character, concept, or element) was first brought into the work or made part of the narrative by the showrunner.
  • E. season4Subject
    Indicates that one entity serves as the subject or main focus of the fourth season of another entity (such as a series or show).
  • F. None of above.

Provenance (6 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8daeac8190aadd4b3b60222482 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef5c11708190a7fd4c0682b6ed81 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef09f396481908c081a41a5e35cd3 completed May 9, 2026, 8:30 a.m.
NED2 Entity disambiguation (via description) batch_69fef133d310819087424d794dae0074 completed May 9, 2026, 8:32 a.m.
PD Predicate disambiguation batch_69dd465a21408190b912a42c50ffa0d9 completed April 13, 2026, 7:39 p.m.
Created at: April 9, 2026, 10:18 p.m.