Triple

T340656
Position Surface form Disambiguated ID Type / Status
Subject Ed Helms E6828 entity
Predicate playedIn P2170 FINISHED
Object The Hangover Part II
The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
 E45492 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: The Hangover Part II | Statement: [Ed Helms, playedIn, The Hangover Part II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Hangover Part II
Context triple: [Ed Helms, playedIn, The Hangover Part II]
  • A. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • B. Horrible Bosses
    Horrible Bosses is a 2011 dark comedy film about three friends who plot to murder their abusive employers, starring Jason Bateman, Charlie Day, and Jason Sudeikis.
  • C. Like Crazy
    Like Crazy is a 2011 romantic drama film about a long-distance relationship strained by immigration issues, starring Anton Yelchin and Felicity Jones.
  • D. The Nice Guys
    The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
  • E. The Five-Year Engagement
    The Five-Year Engagement is a romantic comedy film starring Emily Blunt and Jason Segel that follows a couple whose wedding plans are repeatedly delayed over several years.
  • 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: The Hangover Part II
Triple: [Ed Helms, playedIn, The Hangover Part II]
Generated description
The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Hangover Part II
Target entity description: The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
  • A. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • B. Horrible Bosses
    Horrible Bosses is a 2011 dark comedy film about three friends who plot to murder their abusive employers, starring Jason Bateman, Charlie Day, and Jason Sudeikis.
  • C. Like Crazy
    Like Crazy is a 2011 romantic drama film about a long-distance relationship strained by immigration issues, starring Anton Yelchin and Felicity Jones.
  • D. The Nice Guys
    The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
  • E. The Five-Year Engagement
    The Five-Year Engagement is a romantic comedy film starring Emily Blunt and Jason Segel that follows a couple whose wedding plans are repeatedly delayed over several years.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eae4fcc08190bd4c2bf0149c8b50 completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e572e9c48190b177b363ed8a8404 completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5b24a3c8190a07157325ed40960 completed March 1, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69a3e60a742481908c69fe016283c83a completed March 1, 2026, 7:08 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.