Triple

T21957908
Position Surface form Disambiguated ID Type / Status
Subject Fresh Off the Boat E542238 entity
Predicate characterPortrayed P1507 FINISHED
Object Marvin Ellis
Marvin Ellis is a recurring neighbor character on the ABC sitcom "Fresh Off the Boat," known for his friendly, laid-back demeanor and close friendship with the Huang family.
E1510639 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: Marvin Ellis | Statement: [Fresh Off the Boat, characterPortrayed, Marvin Ellis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marvin Ellis
Context triple: [Fresh Off the Boat, characterPortrayed, Marvin Ellis]
  • A. Marvin Humes
    Marvin Humes is a British singer, DJ, and television presenter best known as a member of the boy band JLS and as a host on shows such as The Voice UK and various BBC radio programs.
  • B. Marvin Broome
    Marvin Broome is the husband of American politician Sharon Weston Broome, the mayor-president of Baton Rouge, Louisiana.
  • C. Marvin Kent
    Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
  • D. Marvin Scandrick
    Marvin Scandrick, better known as Slim, is an American R&B singer and member of the group 112, recognized for his distinctive falsetto vocals and contributions to early-2000s R&B hits.
  • E. Marvin Ainley
    Marvin Ainley is an individual notable enough to be recognized as a prominent bearer of the Ainley surname.
  • 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: Marvin Ellis
Triple: [Fresh Off the Boat, characterPortrayed, Marvin Ellis]
Generated description
Marvin Ellis is a recurring neighbor character on the ABC sitcom "Fresh Off the Boat," known for his friendly, laid-back demeanor and close friendship with the Huang family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marvin Ellis
Target entity description: Marvin Ellis is a recurring neighbor character on the ABC sitcom "Fresh Off the Boat," known for his friendly, laid-back demeanor and close friendship with the Huang family.
  • A. Marvin Humes
    Marvin Humes is a British singer, DJ, and television presenter best known as a member of the boy band JLS and as a host on shows such as The Voice UK and various BBC radio programs.
  • B. Marvin Broome
    Marvin Broome is the husband of American politician Sharon Weston Broome, the mayor-president of Baton Rouge, Louisiana.
  • C. Marvin Kent
    Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
  • D. Marvin Scandrick
    Marvin Scandrick, better known as Slim, is an American R&B singer and member of the group 112, recognized for his distinctive falsetto vocals and contributions to early-2000s R&B hits.
  • E. Marvin Ainley
    Marvin Ainley is an individual notable enough to be recognized as a prominent bearer of the Ainley surname.
  • 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_69e0c47fab1081908dc74a6545dbb051 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1244108948190a08e6966e55c4acd completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670a3860819088b91ec76c7bbcd7 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67d2d0e48190ae4acdc2de1371e7 completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68846fb88190bbe1510608aa9468 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 8 p.m.