Triple

T3196932
Position Surface form Disambiguated ID Type / Status
Subject The Lonely Island E66956 entity
Predicate member P10 FINISHED
Object Akiva Schaffer
Akiva Schaffer is an American filmmaker, comedian, and writer best known as a member of the comedy trio The Lonely Island and for directing films like "Hot Rod" and "Popstar: Never Stop Never Stopping."
 E336650 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: Akiva Schaffer | Statement: [The Lonely Island, member, Akiva Schaffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akiva Schaffer
Context triple: [The Lonely Island, member, Akiva Schaffer]
  • A. C. Adam Schlesinger
    C. Adam Schlesinger was an American composer and songwriter best known for his work in film and television music, as well as for co-founding the band Fountains of Wayne.
  • B. Evan Goldberg
    Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
  • C. Michael Daves
    Michael Daves is an American bluegrass and roots musician known for his high-energy vocal style and collaborations with prominent artists such as mandolinist Chris Thile.
  • D. Jim Abrahams
    Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
  • E. Michael Klingensmith
    Michael Klingensmith is an American media executive best known for helping launch and lead major magazine brands, including playing a key role in the creation of Entertainment Weekly.
  • 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: Akiva Schaffer
Triple: [The Lonely Island, member, Akiva Schaffer]
Generated description
Akiva Schaffer is an American filmmaker, comedian, and writer best known as a member of the comedy trio The Lonely Island and for directing films like "Hot Rod" and "Popstar: Never Stop Never Stopping."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akiva Schaffer
Target entity description: Akiva Schaffer is an American filmmaker, comedian, and writer best known as a member of the comedy trio The Lonely Island and for directing films like "Hot Rod" and "Popstar: Never Stop Never Stopping."
  • A. C. Adam Schlesinger
    C. Adam Schlesinger was an American composer and songwriter best known for his work in film and television music, as well as for co-founding the band Fountains of Wayne.
  • B. Evan Goldberg
    Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
  • C. Michael Daves
    Michael Daves is an American bluegrass and roots musician known for his high-energy vocal style and collaborations with prominent artists such as mandolinist Chris Thile.
  • D. Jim Abrahams
    Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
  • E. Michael Klingensmith
    Michael Klingensmith is an American media executive best known for helping launch and lead major magazine brands, including playing a key role in the creation of Entertainment Weekly.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada7177b488190b7a1b40ff3fae15f completed March 8, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bb7cd488190ae95c140d9cda296 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d39e77c8190818f71a3298852d7 completed March 12, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69b25178f3c08190be78bdbd0cdfc5f3 completed March 12, 2026, 5:39 a.m.
Created at: March 8, 2026, 3:07 p.m.