Triple

T8129798
Position Surface form Disambiguated ID Type / Status
Subject Party Down E189824 entity
Predicate leadCharacter P1668 FINISHED
Object Casey Klein
Casey Klein is a struggling actress and comedian who works as a cater-waiter in the satirical television series "Party Down."
 E715176 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: Casey Klein | Statement: [Party Down, leadCharacter, Casey Klein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Casey Klein
Context triple: [Party Down, leadCharacter, Casey Klein]
  • A. Casey Robinson
    Casey Robinson was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, including several celebrated Errol Flynn swashbucklers and romantic dramas.
  • B. Casey Stoney
    Casey Stoney is a former England international defender who has become a prominent women's football manager, known for her successful coaching roles in top-level clubs.
  • C. Casey Welson
    Casey Welson is a teenage kidnapping victim whose abduction drives the suspenseful plot of the 2013 thriller film "The Call."
  • D. Casey Davenport
    Casey Davenport is a character from the animated series "Wings," likely serving as one of the show's central or recurring figures.
  • E. Casey Matthews
    Casey Matthews is a former American football linebacker who played college football at the University of Oregon and in the NFL, notably for the Philadelphia Eagles.
  • 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: Casey Klein
Triple: [Party Down, leadCharacter, Casey Klein]
Generated description
Casey Klein is a struggling actress and comedian who works as a cater-waiter in the satirical television series "Party Down."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Casey Klein
Target entity description: Casey Klein is a struggling actress and comedian who works as a cater-waiter in the satirical television series "Party Down."
  • A. Casey Robinson
    Casey Robinson was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, including several celebrated Errol Flynn swashbucklers and romantic dramas.
  • B. Casey Stoney
    Casey Stoney is a former England international defender who has become a prominent women's football manager, known for her successful coaching roles in top-level clubs.
  • C. Casey Welson
    Casey Welson is a teenage kidnapping victim whose abduction drives the suspenseful plot of the 2013 thriller film "The Call."
  • D. Casey Davenport
    Casey Davenport is a character from the animated series "Wings," likely serving as one of the show's central or recurring figures.
  • E. Casey Matthews
    Casey Matthews is a former American football linebacker who played college football at the University of Oregon and in the NFL, notably for the Philadelphia Eagles.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbebd0d0481908eb6989d1822421a completed April 1, 2026, 6:44 a.m.
NEDg Description generation batch_69ccc24c5684819093a4f58616122675 completed April 1, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69ccc38e85bc8190b0f4b2435a385f47 completed April 1, 2026, 7:04 a.m.
Created at: March 30, 2026, 5:34 p.m.