Triple

T2129715
Position Surface form Disambiguated ID Type / Status
Subject Barely Lethal E46508 entity
Predicate writer P1360 FINISHED
Object John D'Arco
John D'Arco is a screenwriter best known for penning the action-comedy film "Barely Lethal."
 E237362 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: John D'Arco | Statement: [Barely Lethal, writer, John D'Arco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John D'Arco
Context triple: [Barely Lethal, writer, John D'Arco]
  • A. Dominick Pangallo
    Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
  • B. Robert Salerno
    Robert Salerno is an American film producer known for his work on acclaimed independent films, including collaborations with directors like Tom Ford and Jim Jarmusch.
  • C. Robert Hue
    Robert Hue is a French politician who led the French Communist Party in the 1990s and early 2000s and ran as its candidate in the 1995 and 2002 presidential elections.
  • D. Alan Di Fiore
    Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
  • E. Johnny St. Cyr
    Johnny St. Cyr was an influential early jazz banjoist and guitarist best known for his work with Louis Armstrong’s Hot Five and Hot Seven bands.
  • 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: John D'Arco
Triple: [Barely Lethal, writer, John D'Arco]
Generated description
John D'Arco is a screenwriter best known for penning the action-comedy film "Barely Lethal."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John D'Arco
Target entity description: John D'Arco is a screenwriter best known for penning the action-comedy film "Barely Lethal."
  • A. Dominick Pangallo
    Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
  • B. Robert Salerno
    Robert Salerno is an American film producer known for his work on acclaimed independent films, including collaborations with directors like Tom Ford and Jim Jarmusch.
  • C. Robert Hue
    Robert Hue is a French politician who led the French Communist Party in the 1990s and early 2000s and ran as its candidate in the 1995 and 2002 presidential elections.
  • D. Alan Di Fiore
    Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
  • E. Johnny St. Cyr
    Johnny St. Cyr was an influential early jazz banjoist and guitarist best known for his work with Louis Armstrong’s Hot Five and Hot Seven bands.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb77ccc4819087bee5dbb91b5ae8 completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a5d95881909b4b77c14f565e21 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae523cdebc819088b94e67b5311527 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae52c56c5c8190bbdd2af3dde63374 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.