Triple

T6664371
Position Surface form Disambiguated ID Type / Status
Subject Chuck E151560 entity
Predicate character P662 FINISHED
Object John Casey
John Casey is a gruff, highly skilled NSA agent and one of the main protectors of the title character in the television series "Chuck."
 E608786 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: John Casey | Statement: [Chuck, character, John Casey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Casey
Context triple: [Chuck, character, John Casey]
  • A. John Morrissey
    John Morrissey is a film producer best known for his work on the critically acclaimed drama "American History X."
  • B. Patrick Casey
    Patrick Casey is a member of the prominent Casey political family of Pennsylvania, related to former governor and U.S. senator Robert P. Casey.
  • C. Patrick Ryan
    Patrick Ryan is an American insurance executive and entrepreneur best known as the founder and longtime leader of Aon Corporation, one of the world’s largest insurance brokerage and professional services firms.
  • D. John O'Brien
    John O'Brien is an American screenwriter best known for co-writing the 2004 film adaptation of the classic television series "Starsky & Hutch."
  • E. Tom Durkan
    Tom Durkan is a notable individual recognized for his association with the Durkan name, likely distinguished in a professional or public capacity.
  • 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: John Casey
Triple: [Chuck, character, John Casey]
Generated description
John Casey is a gruff, highly skilled NSA agent and one of the main protectors of the title character in the television series "Chuck."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Casey
Target entity description: John Casey is a gruff, highly skilled NSA agent and one of the main protectors of the title character in the television series "Chuck."
  • A. John Morrissey
    John Morrissey is a film producer best known for his work on the critically acclaimed drama "American History X."
  • B. Patrick Casey
    Patrick Casey is a member of the prominent Casey political family of Pennsylvania, related to former governor and U.S. senator Robert P. Casey.
  • C. Patrick Ryan
    Patrick Ryan is an American insurance executive and entrepreneur best known as the founder and longtime leader of Aon Corporation, one of the world’s largest insurance brokerage and professional services firms.
  • D. John O'Brien
    John O'Brien is an American screenwriter best known for co-writing the 2004 film adaptation of the classic television series "Starsky & Hutch."
  • E. Tom Durkan
    Tom Durkan is a notable individual recognized for his association with the Durkan name, likely distinguished in a professional or public capacity.
  • 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b09bc69c8190addb8075415ec6d9 completed March 27, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef0c1fc081909e37296958a04572 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0bd833c8190849c918d20648325 completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f15b7d848190815be600234461ba completed March 27, 2026, 9:06 p.m.
Created at: March 27, 2026, 2:02 p.m.