Triple

T18548117
Position Surface form Disambiguated ID Type / Status
Subject Lip Gallagher E453289 entity
Predicate romanticRelationship P9994 FINISHED
Object Tami Tamietti
Tami Tamietti is a recurring character on the U.S. TV series "Shameless," known as Lip Gallagher’s sharp-tongued, independent love interest and the mother of his child.
E1330559 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: Tami Tamietti | Statement: [Lip Gallagher, romanticRelationship, Tami Tamietti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tami Tamietti
Context triple: [Lip Gallagher, romanticRelationship, Tami Tamietti]
  • A. Tami Roman
    Tami Roman is an American television personality, actress, and businesswoman best known for her outspoken roles on reality TV, including MTV’s The Real World and VH1’s Basketball Wives.
  • B. Tami Reiker
    Tami Reiker is an American cinematographer known for her visually striking work on films and television, including the acclaimed drama "One Night in Miami..." and the series "Carnivàle."
  • C. Tami Taylor
    Tami Taylor is a compassionate high school guidance counselor and the strong, morally grounded wife of coach Eric Taylor in the television series "Friday Night Lights."
  • D. Tami Fisher
    Tami Fisher is a former collegiate volleyball player who competed for the Stanford Cardinal women's volleyball program.
  • E. Tina Apicella
    Tina Apicella is an actress best known for her role in the Italian film "Bellissima."
  • 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: Tami Tamietti
Triple: [Lip Gallagher, romanticRelationship, Tami Tamietti]
Generated description
Tami Tamietti is a recurring character on the U.S. TV series "Shameless," known as Lip Gallagher’s sharp-tongued, independent love interest and the mother of his child.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tami Tamietti
Target entity description: Tami Tamietti is a recurring character on the U.S. TV series "Shameless," known as Lip Gallagher’s sharp-tongued, independent love interest and the mother of his child.
  • A. Tami Roman
    Tami Roman is an American television personality, actress, and businesswoman best known for her outspoken roles on reality TV, including MTV’s The Real World and VH1’s Basketball Wives.
  • B. Tami Reiker
    Tami Reiker is an American cinematographer known for her visually striking work on films and television, including the acclaimed drama "One Night in Miami..." and the series "Carnivàle."
  • C. Tami Taylor
    Tami Taylor is a compassionate high school guidance counselor and the strong, morally grounded wife of coach Eric Taylor in the television series "Friday Night Lights."
  • D. Tami Fisher
    Tami Fisher is a former collegiate volleyball player who competed for the Stanford Cardinal women's volleyball program.
  • E. Tina Apicella
    Tina Apicella is an actress best known for her role in the Italian film "Bellissima."
  • 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.