Triple

T522922
Position Surface form Disambiguated ID Type / Status
Subject Think Like a Man E10856 entity
Predicate castMember P1668 FINISHED
Object Romany Malco
Romany Malco is an American actor and comedian best known for his roles in films like "The 40-Year-Old Virgin" and the TV series "A Million Little Things."
E65280 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: Romany Malco | Statement: [Think Like a Man, castMember, Romany Malco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Romany Malco
Context triple: [Think Like a Man, castMember, Romany Malco]
  • A. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • B. Frank Partos
    Frank Partos was a Hungarian-American screenwriter known for his work on notable Hollywood films in the mid-20th century, including influential psychological dramas.
  • C. Errol
    Errol is a masculine given name of English origin, often used as a first name in various English-speaking countries.
  • D. Dominic Kinnear
    Dominic Kinnear is a Scottish-American soccer coach and former player best known for leading the Houston Dynamo to multiple MLS Cup titles in the mid-2000s.
  • E. Roy Harlow
    Roy Harlow was the husband of silent film actress Marie Mosquini, known primarily in relation to her career in early American cinema.
  • 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: Romany Malco
Triple: [Think Like a Man, castMember, Romany Malco]
Generated description
Romany Malco is an American actor and comedian best known for his roles in films like "The 40-Year-Old Virgin" and the TV series "A Million Little Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Romany Malco
Target entity description: Romany Malco is an American actor and comedian best known for his roles in films like "The 40-Year-Old Virgin" and the TV series "A Million Little Things."
  • A. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • B. Frank Partos
    Frank Partos was a Hungarian-American screenwriter known for his work on notable Hollywood films in the mid-20th century, including influential psychological dramas.
  • C. Errol
    Errol is a masculine given name of English origin, often used as a first name in various English-speaking countries.
  • D. Dominic Kinnear
    Dominic Kinnear is a Scottish-American soccer coach and former player best known for leading the Houston Dynamo to multiple MLS Cup titles in the mid-2000s.
  • E. Roy Harlow
    Roy Harlow was the husband of silent film actress Marie Mosquini, known primarily in relation to her career in early American cinema.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.