Triple

T5741343
Position Surface form Disambiguated ID Type / Status
Subject It's Complicated E126620 entity
Predicate mainCharacter P1183 FINISHED
Object Adam Schaffer
Adam Schaffer is a fictional protagonist featured in the romantic comedy film "It's Complicated."
 E543075 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: Adam Schaffer | Statement: [It's Complicated, mainCharacter, Adam Schaffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam Schaffer
Context triple: [It's Complicated, mainCharacter, Adam Schaffer]
  • A. 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."
  • B. 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.
  • C. Dylan Kussman
    Dylan Kussman is an American actor best known for his role as one of the students in the acclaimed 1989 film "Dead Poets Society."
  • D. Benj Pasek
    Benj Pasek is a Tony- and Oscar-winning American lyricist and composer best known as half of the songwriting duo Pasek and Paul, creators of hit musicals like Dear Evan Hansen and songs for films such as La La Land and The Greatest Showman.
  • E. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • 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: Adam Schaffer
Triple: [It's Complicated, mainCharacter, Adam Schaffer]
Generated description
Adam Schaffer is a fictional protagonist featured in the romantic comedy film "It's Complicated."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adam Schaffer
Target entity description: Adam Schaffer is a fictional protagonist featured in the romantic comedy film "It's Complicated."
  • A. 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."
  • B. 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.
  • C. Dylan Kussman
    Dylan Kussman is an American actor best known for his role as one of the students in the acclaimed 1989 film "Dead Poets Society."
  • D. Benj Pasek
    Benj Pasek is a Tony- and Oscar-winning American lyricist and composer best known as half of the songwriting duo Pasek and Paul, creators of hit musicals like Dear Evan Hansen and songs for films such as La La Land and The Greatest Showman.
  • E. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0258382908190af8787feb1e5fbcd completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e1bfe4481908740aa20d55ec8f6 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08a2bc1b08190998a7e5eb8d6d6ac completed March 23, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69c08a85b508819088464b97b6c9bb99 completed March 23, 2026, 12:34 a.m.
Created at: March 22, 2026, 3:48 p.m.