Triple

T3116143
Position Surface form Disambiguated ID Type / Status
Subject Seinfeld E65066 entity
Predicate hasMainCharacter P1183 FINISHED
Object George Costanza
George Costanza is a neurotic, self-absorbed, and perpetually unlucky character from the sitcom "Seinfeld," known for his elaborate lies, social awkwardness, and comedic misfortune.
E326989 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: George Costanza | Statement: [Seinfeld, hasMainCharacter, George Costanza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Costanza
Context triple: [Seinfeld, hasMainCharacter, George Costanza]
  • A. Chandler Bing
    Chandler Bing is a sarcastic, quick-witted data processor known for his awkward humor and commitment issues on the TV sitcom "Friends."
  • B. Jack Donaghy
    Jack Donaghy is a sharply dressed, corporate-minded television executive known for his ruthless business savvy and deadpan mentorship of Liz Lemon on the sitcom "30 Rock."
  • C. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • D. Howard Wolowitz
    Howard Wolowitz is a quirky, aerospace engineer and astronaut known for his flamboyant fashion sense and overconfident personality on the sitcom "The Big Bang Theory."
  • E. Ross Geller
    Ross Geller is a paleontologist and one of the six central friends in the sitcom "Friends," known for his awkward charm, on-again off-again relationship with Rachel, and his nerdy, earnest personality.
  • 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: George Costanza
Triple: [Seinfeld, hasMainCharacter, George Costanza]
Generated description
George Costanza is a neurotic, self-absorbed, and perpetually unlucky character from the sitcom "Seinfeld," known for his elaborate lies, social awkwardness, and comedic misfortune.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Costanza
Target entity description: George Costanza is a neurotic, self-absorbed, and perpetually unlucky character from the sitcom "Seinfeld," known for his elaborate lies, social awkwardness, and comedic misfortune.
  • A. Chandler Bing
    Chandler Bing is a sarcastic, quick-witted data processor known for his awkward humor and commitment issues on the TV sitcom "Friends."
  • B. Jack Donaghy
    Jack Donaghy is a sharply dressed, corporate-minded television executive known for his ruthless business savvy and deadpan mentorship of Liz Lemon on the sitcom "30 Rock."
  • C. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • D. Howard Wolowitz
    Howard Wolowitz is a quirky, aerospace engineer and astronaut known for his flamboyant fashion sense and overconfident personality on the sitcom "The Big Bang Theory."
  • E. Ross Geller
    Ross Geller is a paleontologist and one of the six central friends in the sitcom "Friends," known for his awkward charm, on-again off-again relationship with Rachel, and his nerdy, earnest personality.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4e5d1488190a2ab199625fdf05d completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2039d9d408190b01e45f0ced5ca3d completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b20547c0008190ac2589f54111bad9 completed March 12, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69b205bff1d88190a9bb212d9a607f18 completed March 12, 2026, 12:16 a.m.
Created at: March 8, 2026, 3:04 p.m.