Triple

T1737453
Position Surface form Disambiguated ID Type / Status
Subject The Big Bang Theory E37950 entity
Predicate starring P1507 FINISHED
Object Simon Helberg
Simon Helberg is an American actor and comedian best known for playing aerospace engineer Howard Wolowitz on the hit sitcom "The Big Bang Theory."
E195371 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: Simon Helberg | Statement: [The Big Bang Theory, starring, Simon Helberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Simon Helberg
Context triple: [The Big Bang Theory, starring, Simon Helberg]
  • A. Rob McElhenney
    Rob McElhenney is an American actor, writer, and producer best known for co-creating and starring as Mac on the long-running sitcom "It's Always Sunny in Philadelphia."
  • B. Joel McHale
    Joel McHale is an American actor, comedian, and television host best known for leading the satirical series "The Soup" and starring on the sitcom "Community."
  • C. Matthew Macfadyen
    Matthew Macfadyen is an English actor known for his versatile performances in film and television, including prominent roles in "Pride & Prejudice," "Succession," and various British dramas.
  • D. Glenn Howerton
    Glenn Howerton is an American actor, writer, and producer best known for co-creating and starring as Dennis Reynolds on the dark comedy series "It's Always Sunny in Philadelphia."
  • E. Max Greenfield
    Max Greenfield is an American actor best known for his role as Schmidt on the television sitcom "New Girl."
  • 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: Simon Helberg
Triple: [The Big Bang Theory, starring, Simon Helberg]
Generated description
Simon Helberg is an American actor and comedian best known for playing aerospace engineer Howard Wolowitz on the hit sitcom "The Big Bang Theory."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Simon Helberg
Target entity description: Simon Helberg is an American actor and comedian best known for playing aerospace engineer Howard Wolowitz on the hit sitcom "The Big Bang Theory."
  • A. Rob McElhenney
    Rob McElhenney is an American actor, writer, and producer best known for co-creating and starring as Mac on the long-running sitcom "It's Always Sunny in Philadelphia."
  • B. Joel McHale
    Joel McHale is an American actor, comedian, and television host best known for leading the satirical series "The Soup" and starring on the sitcom "Community."
  • C. Matthew Macfadyen
    Matthew Macfadyen is an English actor known for his versatile performances in film and television, including prominent roles in "Pride & Prejudice," "Succession," and various British dramas.
  • D. Glenn Howerton
    Glenn Howerton is an American actor, writer, and producer best known for co-creating and starring as Dennis Reynolds on the dark comedy series "It's Always Sunny in Philadelphia."
  • E. Max Greenfield
    Max Greenfield is an American actor best known for his role as Schmidt on the television sitcom "New Girl."
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63a47cd481909c211e4da7f5dfe9 completed March 6, 2026, 5:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0d999148190a889f761af05f431 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada207c50881909729bf565c2af9dd completed March 8, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69ada2c607fc819089d276ae9eca82a4 completed March 8, 2026, 4:24 p.m.
Created at: March 4, 2026, 7:30 p.m.