Triple

T18548113
Position Surface form Disambiguated ID Type / Status
Subject Lip Gallagher E453289 entity
Predicate romanticRelationship P9994 FINISHED
Object Karen Jackson
Karen Jackson is a troubled, promiscuous young woman from the TV series "Shameless," known for her complicated relationships, mental health struggles, and provocative behavior.
E1330557 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: Karen Jackson | Statement: [Lip Gallagher, romanticRelationship, Karen Jackson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karen Jackson
Context triple: [Lip Gallagher, romanticRelationship, Karen Jackson]
  • A. Karen Robert Jackson
    Karen Robert Jackson is a film producer best known for her work on Pixar's animated feature "Toy Story 2."
  • B. Sherry Jackson
    Sherry Jackson is an American actress best known for her work as a child and young adult performer in 1950s and 1960s film and television.
  • C. Rose Jackson
    Rose Jackson is an Australian Labor Party politician who serves as a minister in the New South Wales government under Premier Chris Minns.
  • D. Denise Jackson
    Denise Jackson is an American author and the longtime wife of country music star Alan Jackson, known for her memoir about their marriage and faith.
  • E. Alison Jackson
    Alison Jackson is a British television producer known for her work on high-profile drama series, including serving as an executive producer on the crime drama "Tin Star."
  • 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: Karen Jackson
Triple: [Lip Gallagher, romanticRelationship, Karen Jackson]
Generated description
Karen Jackson is a troubled, promiscuous young woman from the TV series "Shameless," known for her complicated relationships, mental health struggles, and provocative behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karen Jackson
Target entity description: Karen Jackson is a troubled, promiscuous young woman from the TV series "Shameless," known for her complicated relationships, mental health struggles, and provocative behavior.
  • A. Karen Robert Jackson
    Karen Robert Jackson is a film producer best known for her work on Pixar's animated feature "Toy Story 2."
  • B. Sherry Jackson
    Sherry Jackson is an American actress best known for her work as a child and young adult performer in 1950s and 1960s film and television.
  • C. Rose Jackson
    Rose Jackson is an Australian Labor Party politician who serves as a minister in the New South Wales government under Premier Chris Minns.
  • D. Denise Jackson
    Denise Jackson is an American author and the longtime wife of country music star Alan Jackson, known for her memoir about their marriage and faith.
  • E. Alison Jackson
    Alison Jackson is a British television producer known for her work on high-profile drama series, including serving as an executive producer on the crime drama "Tin Star."
  • 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e534be2298819095f637065fc2724e completed April 19, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049add8acc8190b00aeae2555ca593 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049bf32520819091b9deaba331f9ca completed May 13, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_6a049ccb59108190870c11bd11949f3b completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:38 a.m.