Triple

T8607087
Position Surface form Disambiguated ID Type / Status
Subject The Singing Fool E203826 entity
Predicate screenwriter P2831 FINISHED
Object Gerald Duffy
Gerald Duffy was an American screenwriter active during the silent and early sound film era, known for his work on influential Hollywood productions.
 E752800 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: Gerald Duffy | Statement: [The Singing Fool, screenwriter, Gerald Duffy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerald Duffy
Context triple: [The Singing Fool, screenwriter, Gerald Duffy]
  • A. Gerald Geraghty
    Gerald Geraghty was an American screenwriter known for his work on mid-20th-century Western films.
  • B. Gerry Cooney
    Gerry Cooney is an American former heavyweight boxer best known for his powerful left hook and high-profile 1980s title fights, including his bout with Larry Holmes.
  • C. Michael Dwyer
    Michael Dwyer was an Irish rebel leader and guerrilla fighter who played a prominent role in the late 18th- and early 19th-century resistance against British rule in Ireland.
  • D. Joe Murphy
    Joe Murphy is known as the son of Irish actor Aidan Gillen.
  • E. Donald Malarkey
    Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
  • 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: Gerald Duffy
Triple: [The Singing Fool, screenwriter, Gerald Duffy]
Generated description
Gerald Duffy was an American screenwriter active during the silent and early sound film era, known for his work on influential Hollywood productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerald Duffy
Target entity description: Gerald Duffy was an American screenwriter active during the silent and early sound film era, known for his work on influential Hollywood productions.
  • A. Gerald Geraghty
    Gerald Geraghty was an American screenwriter known for his work on mid-20th-century Western films.
  • B. Gerry Cooney
    Gerry Cooney is an American former heavyweight boxer best known for his powerful left hook and high-profile 1980s title fights, including his bout with Larry Holmes.
  • C. Michael Dwyer
    Michael Dwyer was an Irish rebel leader and guerrilla fighter who played a prominent role in the late 18th- and early 19th-century resistance against British rule in Ireland.
  • D. Joe Murphy
    Joe Murphy is known as the son of Irish actor Aidan Gillen.
  • E. Donald Malarkey
    Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46eabe2c8190a2d13c353055a785 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28344e80819085955004a631e654 completed April 3, 2026, 2:38 a.m.
NEDg Description generation batch_69cf2a6a91d48190aa7d45b0a010f261 completed April 3, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c0aace08190aca839c39e718c52 completed April 3, 2026, 2:55 a.m.
Created at: March 30, 2026, 6:25 p.m.