Triple

T2234784
Position Surface form Disambiguated ID Type / Status
Subject John Luther E49253 entity
Predicate hasAssociate P2830 FINISHED
Object Alice Morgan
Alice Morgan is a brilliant but psychopathic scientist and Luther’s complex nemesis-ally in the British crime drama series "Luther."
E347770 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: Alice Morgan | Statement: [John Luther, hasAssociate, Alice Morgan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alice Morgan
Context triple: [John Luther, hasAssociate, Alice Morgan]
  • A. Rachel Morrison
    Rachel Morrison is an American cinematographer acclaimed for her groundbreaking work on major films and for being the first woman ever nominated for the Academy Award for Best Cinematography.
  • B. Anne Heywood
    Anne Heywood is a British actress known for her film and television roles from the 1950s through the 1970s, often portraying strong, complex female characters.
  • C. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • D. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • E. Elizabeth Wilson
    Elizabeth Wilson was an American actress known for her versatile character roles on stage, film, and television, including performances in "The Graduate" and "9 to 5."
  • 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: Alice Morgan
Triple: [John Luther, hasAssociate, Alice Morgan]
Generated description
Alice Morgan is a brilliant but psychopathic scientist and Luther’s complex nemesis-ally in the British crime drama series "Luther."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alice Morgan
Target entity description: Alice Morgan is a brilliant but psychopathic scientist and Luther’s complex nemesis-ally in the British crime drama series "Luther."
  • A. Rachel Morrison
    Rachel Morrison is an American cinematographer acclaimed for her groundbreaking work on major films and for being the first woman ever nominated for the Academy Award for Best Cinematography.
  • B. Anne Heywood
    Anne Heywood is a British actress known for her film and television roles from the 1950s through the 1970s, often portraying strong, complex female characters.
  • C. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • D. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • E. Elizabeth Wilson
    Elizabeth Wilson was an American actress known for her versatile character roles on stage, film, and television, including performances in "The Graduate" and "9 to 5."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAssociate
Context triple: [John Luther, hasAssociate, Alice Morgan]
  • A. hasAssociateMember
    Indicates that an entity has another entity connected to it in a non-full, typically limited or secondary, membership capacity.
  • B. isAssociatedWith chosen
    Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
  • C. hasAffiliate
    Indicates that one entity is formally associated with another as an affiliate, typically through a partnership, membership, or subordinate organizational relationship.
  • D. hasPartner
    Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
  • E. hasAdherent
    Indicates that an entity is a follower, supporter, or member attached to another entity (such as a person, organization, belief, or movement).
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09297a481909e8fe6ec645de616 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b319875d7c8190a43b3efd7d1e54c8 completed March 12, 2026, 7:52 p.m.
NEDg Description generation batch_69b31aa3c8cc81909106baf503c9087b completed March 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_69b31be1b1708190a2ca9e97110d51d3 completed March 12, 2026, 8:02 p.m.
PD Predicate disambiguation batch_69abbdafc07881909101266a33ae7031 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:47 p.m.