Triple

T9016615
Position Surface form Disambiguated ID Type / Status
Subject The Blacklist fictional universe E215607 entity
Predicate focusesOnCharacter P31 FINISHED
Object Marvin Gerard
Marvin Gerard is a recurring character in the TV series "The Blacklist," known as a brilliant yet morally ambiguous lawyer who becomes deeply entangled in Raymond Reddington’s criminal operations.
E773162 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 Gerard | Statement: [The Blacklist fictional universe, focusesOnCharacter, Marvin Gerard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marvin Gerard
Context triple: [The Blacklist fictional universe, focusesOnCharacter, Marvin Gerard]
  • 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 Hartley
    Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
  • C. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • D. Marvin Kent
    Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
  • E. Melvin Hicks
    Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
  • 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 Gerard
Triple: [The Blacklist fictional universe, focusesOnCharacter, Marvin Gerard]
Generated description
Marvin Gerard is a recurring character in the TV series "The Blacklist," known as a brilliant yet morally ambiguous lawyer who becomes deeply entangled in Raymond Reddington’s criminal operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marvin Gerard
Target entity description: Marvin Gerard is a recurring character in the TV series "The Blacklist," known as a brilliant yet morally ambiguous lawyer who becomes deeply entangled in Raymond Reddington’s criminal operations.
  • 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 Hartley
    Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
  • C. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • D. Marvin Kent
    Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
  • E. Melvin Hicks
    Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
  • 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_69ca83a38aa88190bf1bb80c4548b5e2 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69fd2a888190a20bf18cd226a180 completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdba8bd8c81909860d561d9d16611 completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdcae0e5c81909c50a0b53c1cf7cc completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfdd6a2ba481908d66fed8f05a1297 completed April 3, 2026, 3:31 p.m.
Created at: March 30, 2026, 7:06 p.m.