Triple

T2933784
Position Surface form Disambiguated ID Type / Status
Subject Chuck E79215 entity
Predicate usedAsFictionalCharacterName P31680 FINISHED
Object Chuck Bartowski
Chuck Bartowski is the lovable, nerdy computer expert-turned-reluctant spy who serves as the main protagonist of the television series "Chuck."
E311590 NE FINISHED

How this triple was built (5 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: Chuck Bartowski | Statement: [Chuck, usedAsFictionalCharacterName, Chuck Bartowski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Bartowski
Context triple: [Chuck, usedAsFictionalCharacterName, Chuck Bartowski]
  • A. Ross Malinger
    Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
  • B. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • C. Winston Bishop
    Winston Bishop is a quirky, big-hearted former athlete turned prank-loving roommate on the sitcom "New Girl," known for his eccentric humor and deep loyalty to his friends.
  • D. Jake Hooker
    Jake Hooker was an American musician and songwriter best known as the guitarist and co-writer of the hit song "I Love Rock 'n' Roll."
  • E. Maxim Knight
    Maxim Knight is an American actor best known for his role as Matt Mason on the science fiction television series "Falling Skies."
  • 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: Chuck Bartowski
Triple: [Chuck, usedAsFictionalCharacterName, Chuck Bartowski]
Generated description
Chuck Bartowski is the lovable, nerdy computer expert-turned-reluctant spy who serves as the main protagonist of the television series "Chuck."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Bartowski
Target entity description: Chuck Bartowski is the lovable, nerdy computer expert-turned-reluctant spy who serves as the main protagonist of the television series "Chuck."
  • A. Ross Malinger
    Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
  • B. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • C. Winston Bishop
    Winston Bishop is a quirky, big-hearted former athlete turned prank-loving roommate on the sitcom "New Girl," known for his eccentric humor and deep loyalty to his friends.
  • D. Jake Hooker
    Jake Hooker was an American musician and songwriter best known as the guitarist and co-writer of the hit song "I Love Rock 'n' Roll."
  • E. Maxim Knight
    Maxim Knight is an American actor best known for his role as Matt Mason on the science fiction television series "Falling Skies."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usedAsFictionalCharacterName
Context triple: [Chuck, usedAsFictionalCharacterName, Chuck Bartowski]
  • A. usedAsFictionalCharacterSurname
    Indicates that a surname is employed as the last name of a fictional character in a narrative work.
  • B. isGivenNameOfFictionalCharacter
    Indicates that a given name is the personal name borne by a fictional character.
  • C. employsFictionalCharacter
    Indicates that one entity (typically an organization or individual) has hired or uses the services of a fictional character in some capacity.
  • D. usedPseudonym
    Indicates that an entity performed an action or participated in a context under a name that was not their real or primary identity.
  • E. usedAsFirstNameOf chosen
    Indicates that one entity functions as the given or first name of another entity.
  • F. None of above.

Provenance (6 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867ba1b48190a54d00c32b075548 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dbda7ab881908b5a3e1e897fcb49 completed March 11, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b0dc3ed9e08190ac6c6357f0084ba6 completed March 11, 2026, 3:06 a.m.
PD Predicate disambiguation batch_69ad9606e8348190bb19df33a2709674 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:56 p.m.