Triple

T21527379
Position Surface form Disambiguated ID Type / Status
Subject Calm with Horses E531130 entity
Predicate screenwriter P2831 FINISHED
Object Joe Murtagh
Joe Murtagh is a screenwriter best known for his work on gritty, character-driven British and Irish crime dramas.
E1489679 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: Joe Murtagh | Statement: [Calm with Horses, screenwriter, Joe Murtagh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Murtagh
Context triple: [Calm with Horses, screenwriter, Joe Murtagh]
  • A. Gavan O'Herlihy
    Gavan O'Herlihy was an Irish-American actor known for his character roles in film and television, including appearances in genre and action movies of the 1970s and 1980s.
  • B. Gavan Duffy
    Gavan Duffy is the surname of George Gavan Duffy, an Irish politician, lawyer, and signatory of the Anglo-Irish Treaty who later served as a judge.
  • C. Eoin Macken
    Eoin Macken is an Irish actor, filmmaker, and model known for his roles in television series like "Merlin" and "The Night Shift" as well as his work as a director and writer.
  • D. Séamus Kirk
    Séamus Kirk is an Irish Fianna Fáil politician who served as Ceann Comhairle (chairperson) of Dáil Éireann.
  • E. Paddy Fleming
    Paddy Fleming is a fictional character from the British television sitcom "The Rag Trade," which centers on the comedic goings-on in a small clothing factory.
  • 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: Joe Murtagh
Triple: [Calm with Horses, screenwriter, Joe Murtagh]
Generated description
Joe Murtagh is a screenwriter best known for his work on gritty, character-driven British and Irish crime dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Murtagh
Target entity description: Joe Murtagh is a screenwriter best known for his work on gritty, character-driven British and Irish crime dramas.
  • A. Gavan O'Herlihy
    Gavan O'Herlihy was an Irish-American actor known for his character roles in film and television, including appearances in genre and action movies of the 1970s and 1980s.
  • B. Gavan Duffy
    Gavan Duffy is the surname of George Gavan Duffy, an Irish politician, lawyer, and signatory of the Anglo-Irish Treaty who later served as a judge.
  • C. Eoin Macken
    Eoin Macken is an Irish actor, filmmaker, and model known for his roles in television series like "Merlin" and "The Night Shift" as well as his work as a director and writer.
  • D. Séamus Kirk
    Séamus Kirk is an Irish Fianna Fáil politician who served as Ceann Comhairle (chairperson) of Dáil Éireann.
  • E. Paddy Fleming
    Paddy Fleming is a fictional character from the British television sitcom "The Rag Trade," which centers on the comedic goings-on in a small clothing factory.
  • 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_69e0c45e5b8881908ac18fc2f493b114 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee88522e948190b9fa5a3587f32eae completed April 26, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e82b294481908112b57d4d00103d completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e8c687fc81908d3b8b7a2cdfedff completed May 17, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_6a09e93ff78c819099a9fed7a4874ba5 completed May 17, 2026, 4:13 p.m.
Created at: April 16, 2026, 6:26 p.m.