Triple

T2222146
Position Surface form Disambiguated ID Type / Status
Subject Jon Favreau E48163 entity
Predicate portrayed P1668 FINISHED
Object Happy Hogan
Happy Hogan is a loyal friend, driver, and head of security for Tony Stark in the Marvel Cinematic Universe, often providing comic relief while supporting Iron Man and the Avengers.
E246287 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: Happy Hogan | Statement: [Jon Favreau, portrayed, Happy Hogan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Happy Hogan
Context triple: [Jon Favreau, portrayed, Happy Hogan]
  • A. Charlie Haggers
    Charlie Haggers is a recurring character on the satirical 1970s television soap opera "Mary Hartman, Mary Hartman," known for his involvement in the show's darkly comedic small-town dramas.
  • B. Hank Soar
    Hank Soar was an American sports figure best known as an NFL player and later a longtime American League baseball umpire.
  • C. Hank
    Hank is the curmudgeonly but soft-hearted septopus (seven-tentacled octopus) who helps Dory on her journey in Pixar's animated film "Finding Dory."
  • D. Dick Howser
    Dick Howser was an American Major League Baseball manager and former infielder best known for leading the Kansas City Royals to their first World Series championship in 1985.
  • E. Chuck Hogan
    Chuck Hogan is an American novelist and screenwriter best known for co-authoring the vampire horror trilogy "The Strain" with filmmaker Guillermo del Toro.
  • 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: Happy Hogan
Triple: [Jon Favreau, portrayed, Happy Hogan]
Generated description
Happy Hogan is a loyal friend, driver, and head of security for Tony Stark in the Marvel Cinematic Universe, often providing comic relief while supporting Iron Man and the Avengers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Happy Hogan
Target entity description: Happy Hogan is a loyal friend, driver, and head of security for Tony Stark in the Marvel Cinematic Universe, often providing comic relief while supporting Iron Man and the Avengers.
  • A. Charlie Haggers
    Charlie Haggers is a recurring character on the satirical 1970s television soap opera "Mary Hartman, Mary Hartman," known for his involvement in the show's darkly comedic small-town dramas.
  • B. Hank Soar
    Hank Soar was an American sports figure best known as an NFL player and later a longtime American League baseball umpire.
  • C. Hank
    Hank is the curmudgeonly but soft-hearted septopus (seven-tentacled octopus) who helps Dory on her journey in Pixar's animated film "Finding Dory."
  • D. Dick Howser
    Dick Howser was an American Major League Baseball manager and former infielder best known for leading the Kansas City Royals to their first World Series championship in 1985.
  • E. Chuck Hogan
    Chuck Hogan is an American novelist and screenwriter best known for co-authoring the vampire horror trilogy "The Strain" with filmmaker Guillermo del Toro.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc03bfdd48190bfb96ec3e41c22dc completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65605fa481908ac5b9d837600626 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae669aa29c81909770cd69d27c274c completed March 9, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae66fb7f1c8190b2bc306f06c423f1 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.