Triple

T3968462
Position Surface form Disambiguated ID Type / Status
Subject Wedding Crashers E92271 entity
Predicate producer P490 FINISHED
Object Andrew Panay
Andrew Panay is a film producer best known for his work on hit comedies such as "Wedding Crashers."
E401243 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: Andrew Panay | Statement: [Wedding Crashers, producer, Andrew Panay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Panay
Context triple: [Wedding Crashers, producer, Andrew Panay]
  • A. Jason Mantzoukas
    Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
  • B. Steve Nicolaides
    Steve Nicolaides is an American film producer known for his work on notable movies such as "Boyz n the Hood" and other influential 1990s films.
  • C. Peter Mamakos
    Peter Mamakos was an American character actor known for his numerous supporting roles in mid-20th-century film and television, often portraying ethnic or villainous characters.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. Mark Palios
    Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
  • 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: Andrew Panay
Triple: [Wedding Crashers, producer, Andrew Panay]
Generated description
Andrew Panay is a film producer best known for his work on hit comedies such as "Wedding Crashers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Panay
Target entity description: Andrew Panay is a film producer best known for his work on hit comedies such as "Wedding Crashers."
  • A. Jason Mantzoukas
    Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
  • B. Steve Nicolaides
    Steve Nicolaides is an American film producer known for his work on notable movies such as "Boyz n the Hood" and other influential 1990s films.
  • C. Peter Mamakos
    Peter Mamakos was an American character actor known for his numerous supporting roles in mid-20th-century film and television, often portraying ethnic or villainous characters.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. Mark Palios
    Mark Palios is an English former professional footballer, chartered accountant, and ex–FA chief executive who became a co-owner and chairman of Tranmere Rovers.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef992d6bc8190be1b244eb87f2964 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533c189a88190b3a81c63621b98ac completed March 14, 2026, 10:09 a.m.
NEDg Description generation batch_69b53470617c8190ab92103943c8ac7b completed March 14, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69b5352cae14819097fdf02b324fe814 completed March 14, 2026, 10:15 a.m.
Created at: March 9, 2026, 3:32 p.m.