Triple

T6954697
Position Surface form Disambiguated ID Type / Status
Subject Wahlberg E161212 entity
Predicate usedBy P260 FINISHED
Object Arthur Wahlberg
Arthur Wahlberg is an American actor and carpenter best known as one of the lesser-known members of the Wahlberg family, which includes entertainers Mark and Donnie Wahlberg.
 E637993 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: Arthur Wahlberg | Statement: [Wahlberg, usedBy, Arthur Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Wahlberg
Context triple: [Wahlberg, usedBy, Arthur Wahlberg]
  • A. Robert Wahlberg
    Robert Wahlberg is an American actor known for supporting roles in films such as "The Departed" and as a member of the Wahlberg family of entertainers.
  • B. Paul Wahlberg
    Paul Wahlberg is an American chef and restaurateur best known as the co-founder of the Wahlburgers restaurant chain and brother of actors Mark and Donnie Wahlberg.
  • C. Michael Wahlberg
    Michael Wahlberg is one of the children of American actor, producer, and former rapper Mark Wahlberg.
  • D. Jim Wahlberg
    Jim Wahlberg is an American film producer, director, and writer known for his work on faith-based and inspirational projects and as a member of the Wahlberg family.
  • E. Mark Wahlberg
    Mark Wahlberg is an American actor and producer known for his roles in films such as "Boogie Nights," "The Departed," and the "Transformers" series, as well as for his earlier career as a rapper under the name Marky Mark.
  • 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: Arthur Wahlberg
Triple: [Wahlberg, usedBy, Arthur Wahlberg]
Generated description
Arthur Wahlberg is an American actor and carpenter best known as one of the lesser-known members of the Wahlberg family, which includes entertainers Mark and Donnie Wahlberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Wahlberg
Target entity description: Arthur Wahlberg is an American actor and carpenter best known as one of the lesser-known members of the Wahlberg family, which includes entertainers Mark and Donnie Wahlberg.
  • A. Robert Wahlberg
    Robert Wahlberg is an American actor known for supporting roles in films such as "The Departed" and as a member of the Wahlberg family of entertainers.
  • B. Paul Wahlberg
    Paul Wahlberg is an American chef and restaurateur best known as the co-founder of the Wahlburgers restaurant chain and brother of actors Mark and Donnie Wahlberg.
  • C. Michael Wahlberg
    Michael Wahlberg is one of the children of American actor, producer, and former rapper Mark Wahlberg.
  • D. Jim Wahlberg
    Jim Wahlberg is an American film producer, director, and writer known for his work on faith-based and inspirational projects and as a member of the Wahlberg family.
  • E. Mark Wahlberg
    Mark Wahlberg is an American actor and producer known for his roles in films such as "Boogie Nights," "The Departed," and the "Transformers" series, as well as for his earlier career as a rapper under the name Marky Mark.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7882e3cfc81909ca7ecf507ac9adc completed March 28, 2026, 7:50 a.m.
NEDg Description generation batch_69c7891785288190974db0bca4b8f265 completed March 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69c78982bc308190aeffc3f786a82327 completed March 28, 2026, 7:55 a.m.
Created at: March 27, 2026, 2:29 p.m.