Triple

T14239931
Position Surface form Disambiguated ID Type / Status
Subject Outsourced E352977 entity
Predicate castMember P1668 FINISHED
Object Amy Pietz
Amy Pietz is an American actress best known for her comedic television roles, including prominent parts in series like Caroline in the City and The Office.
E1146739 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: Amy Pietz | Statement: [Outsourced, castMember, Amy Pietz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Pietz
Context triple: [Outsourced, castMember, Amy Pietz]
  • A. Emily Friehl
    Emily Friehl is a free-spirited, aspiring actress and photographer who forms a years-long, will-they-won’t-they romantic connection with Oliver in the film "A Lot Like Love."
  • B. Amy Peterson
    Amy Peterson is a central character in the 2011 horror-comedy film "Fright Night," serving as the protagonist's girlfriend who becomes entangled in his battle against a charismatic vampire neighbor.
  • C. Lisa Lietzke
    Lisa Lietzke is a character from the 1983 sports drama film "All the Right Moves," serving as the romantic interest of high school football player Stefen Djordjevic.
  • D. Amy Stechler
    Amy Stechler is an American documentary filmmaker and editor known for her early collaborations with Ken Burns on historical films.
  • E. Janine Melnitz
    Janine Melnitz is the Ghostbusters’ sharp-tongued, no-nonsense receptionist who provides comic relief and grounded support to the team.
  • 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: Amy Pietz
Triple: [Outsourced, castMember, Amy Pietz]
Generated description
Amy Pietz is an American actress best known for her comedic television roles, including prominent parts in series like Caroline in the City and The Office.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Pietz
Target entity description: Amy Pietz is an American actress best known for her comedic television roles, including prominent parts in series like Caroline in the City and The Office.
  • A. Emily Friehl
    Emily Friehl is a free-spirited, aspiring actress and photographer who forms a years-long, will-they-won’t-they romantic connection with Oliver in the film "A Lot Like Love."
  • B. Amy Peterson
    Amy Peterson is a central character in the 2011 horror-comedy film "Fright Night," serving as the protagonist's girlfriend who becomes entangled in his battle against a charismatic vampire neighbor.
  • C. Lisa Lietzke
    Lisa Lietzke is a character from the 1983 sports drama film "All the Right Moves," serving as the romantic interest of high school football player Stefen Djordjevic.
  • D. Amy Stechler
    Amy Stechler is an American documentary filmmaker and editor known for her early collaborations with Ken Burns on historical films.
  • E. Janine Melnitz
    Janine Melnitz is the Ghostbusters’ sharp-tongued, no-nonsense receptionist who provides comic relief and grounded support to the team.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5dc9b908190b1d7583810dc9c41 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6ea4fec81908d770df705e0512b completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee897a7248190b3d81ea1da1d49e1 completed May 9, 2026, 7:56 a.m.
Created at: April 10, 2026, 1:08 a.m.