Triple

T16580567
Position Surface form Disambiguated ID Type / Status
Subject The Guilty E402815 entity
Predicate writer P1360 FINISHED
Object Debbie O’Malley
Debbie O’Malley is a screenwriter best known for her work on the television drama "The Guilty."
E1236598 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: Debbie O’Malley | Statement: [The Guilty, writer, Debbie O’Malley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debbie O’Malley
Context triple: [The Guilty, writer, Debbie O’Malley]
  • A. Deanne Fitzmaurice
    Deanne Fitzmaurice is an American photojournalist renowned for her intimate, long-term documentary projects and award-winning storytelling imagery.
  • B. Debbie Gallagher
    Debbie Gallagher is a central member of the dysfunctional Gallagher family in the U.S. version of "Shameless," known for her early maturity, complex coming-of-age struggles, and shifting role from innocent child to conflicted young mother.
  • C. Colleen Donaghy
    Colleen Donaghy is a sharp-tongued, overbearing Irish-American mother character from the TV series "30 Rock," known for her contentious yet influential relationship with her son Jack Donaghy.
  • D. Debbie Blair
    Debbie Blair is known as the sister of American actress Linda Blair, who gained fame for her role in the horror film "The Exorcist."
  • E. Lisa McGrillis
    Lisa McGrillis is a British actress known for her work in television, film, and theatre, including roles in series like "Inspector George Gently" and "Mum."
  • 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: Debbie O’Malley
Triple: [The Guilty, writer, Debbie O’Malley]
Generated description
Debbie O’Malley is a screenwriter best known for her work on the television drama "The Guilty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debbie O’Malley
Target entity description: Debbie O’Malley is a screenwriter best known for her work on the television drama "The Guilty."
  • A. Deanne Fitzmaurice
    Deanne Fitzmaurice is an American photojournalist renowned for her intimate, long-term documentary projects and award-winning storytelling imagery.
  • B. Debbie Gallagher
    Debbie Gallagher is a central member of the dysfunctional Gallagher family in the U.S. version of "Shameless," known for her early maturity, complex coming-of-age struggles, and shifting role from innocent child to conflicted young mother.
  • C. Colleen Donaghy
    Colleen Donaghy is a sharp-tongued, overbearing Irish-American mother character from the TV series "30 Rock," known for her contentious yet influential relationship with her son Jack Donaghy.
  • D. Debbie Blair
    Debbie Blair is known as the sister of American actress Linda Blair, who gained fame for her role in the horror film "The Exorcist."
  • E. Lisa McGrillis
    Lisa McGrillis is a British actress known for her work in television, film, and theatre, including roles in series like "Inspector George Gently" and "Mum."
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb00b14c819093925c109913322c completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbc80d54819092de4ee363508b49 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc633abc8190a86808986ba294ec completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:16 a.m.