Triple

T7909657
Position Surface form Disambiguated ID Type / Status
Subject Giovanni Ribisi E183664 entity
Predicate playedCharacter P1507 FINISHED
Object Frank Buffay Jr.
Frank Buffay Jr. is a quirky, eccentric character from the TV sitcom "Friends," known as Phoebe Buffay’s younger half-brother.
E700725 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: Frank Buffay Jr. | Statement: [Giovanni Ribisi, playedCharacter, Frank Buffay Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Buffay Jr.
Context triple: [Giovanni Ribisi, playedCharacter, Frank Buffay Jr.]
  • A. Kirk Baxter
    Kirk Baxter is an Australian film editor best known for his Academy Award–winning collaborations with director David Fincher on films such as "The Social Network" and "The Girl with the Dragon Tattoo."
  • B. Will Robinson
    Will Robinson is the young, resourceful son of the Robinson family and a central protagonist in the science fiction adventure series "Lost in Space."
  • C. Leo Farnsworth
    Leo Farnsworth is a wealthy industrialist whose body is inhabited by the soul of a deceased football player in the romantic fantasy comedy film "Heaven Can Wait."
  • D. Robin Wells
    Robin Wells is an American economist and textbook author known for co-authoring widely used economics textbooks, often in collaboration with Nobel laureate Paul Krugman.
  • E. Charlie Tahan
    Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
  • 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: Frank Buffay Jr.
Triple: [Giovanni Ribisi, playedCharacter, Frank Buffay Jr.]
Generated description
Frank Buffay Jr. is a quirky, eccentric character from the TV sitcom "Friends," known as Phoebe Buffay’s younger half-brother.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Buffay Jr.
Target entity description: Frank Buffay Jr. is a quirky, eccentric character from the TV sitcom "Friends," known as Phoebe Buffay’s younger half-brother.
  • A. Kirk Baxter
    Kirk Baxter is an Australian film editor best known for his Academy Award–winning collaborations with director David Fincher on films such as "The Social Network" and "The Girl with the Dragon Tattoo."
  • B. Will Robinson
    Will Robinson is the young, resourceful son of the Robinson family and a central protagonist in the science fiction adventure series "Lost in Space."
  • C. Leo Farnsworth
    Leo Farnsworth is a wealthy industrialist whose body is inhabited by the soul of a deceased football player in the romantic fantasy comedy film "Heaven Can Wait."
  • D. Robin Wells
    Robin Wells is an American economist and textbook author known for co-authoring widely used economics textbooks, often in collaboration with Nobel laureate Paul Krugman.
  • E. Charlie Tahan
    Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5db9508190bbe92673ef5a7861 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bd54f548190916bf00852f37224 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb78f72878819086092c9fe267e37f completed March 31, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf2a357081908ac2230f0dfd9cdc completed March 31, 2026, 12:33 p.m.
Created at: March 30, 2026, 5:04 p.m.