Triple

T4275941
Position Surface form Disambiguated ID Type / Status
Subject IronPython E97047 entity
Predicate originalAuthor P2806 FINISHED
Object Jim Hugunin
Jim Hugunin is a software developer best known for creating the IronPython implementation of Python for the .NET framework and contributing to dynamic language integration on Microsoft platforms.
E426594 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: Jim Hugunin | Statement: [IronPython, originalAuthor, Jim Hugunin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jim Hugunin
Context triple: [IronPython, originalAuthor, Jim Hugunin]
  • A. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • B. John Norville
    John Norville is a screenwriter best known for co-writing the story for Disney's adventure film "Jungle Cruise."
  • C. Roger Devereau
    Roger Devereau is the central protagonist of the comedy-thriller film "Silver Streak," around whom the movie’s train-bound mystery and adventure revolve.
  • D. Richard LaSalle
    Richard LaSalle was an American film and television composer known for scoring numerous movies and TV series from the 1950s through the 1980s.
  • E. Norbert Brodine
    Norbert Brodine was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, particularly in film noir and crime dramas.
  • 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: Jim Hugunin
Triple: [IronPython, originalAuthor, Jim Hugunin]
Generated description
Jim Hugunin is a software developer best known for creating the IronPython implementation of Python for the .NET framework and contributing to dynamic language integration on Microsoft platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jim Hugunin
Target entity description: Jim Hugunin is a software developer best known for creating the IronPython implementation of Python for the .NET framework and contributing to dynamic language integration on Microsoft platforms.
  • A. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • B. John Norville
    John Norville is a screenwriter best known for co-writing the story for Disney's adventure film "Jungle Cruise."
  • C. Roger Devereau
    Roger Devereau is the central protagonist of the comedy-thriller film "Silver Streak," around whom the movie’s train-bound mystery and adventure revolve.
  • D. Richard LaSalle
    Richard LaSalle was an American film and television composer known for scoring numerous movies and TV series from the 1950s through the 1980s.
  • E. Norbert Brodine
    Norbert Brodine was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, particularly in film noir and crime dramas.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501d677481909e7416a1d2b0008c completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b3b52c8190ae7c05448faf5558 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b95083088190b0c993fa2fbc954c completed March 14, 2026, 7:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5b9b8afcc8190822cfd560d064590 completed March 14, 2026, 7:40 p.m.
Created at: March 12, 2026, 11:07 p.m.