Triple

T6954695
Position Surface form Disambiguated ID Type / Status
Subject Wahlberg E161212 entity
Predicate usedBy P260 FINISHED
Object 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.
 E634161 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: Robert Wahlberg | Statement: [Wahlberg, usedBy, Robert Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Wahlberg
Context triple: [Wahlberg, usedBy, Robert Wahlberg]
  • A. Michael Wahlberg
    Michael Wahlberg is one of the children of American actor, producer, and former rapper Mark Wahlberg.
  • 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. 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.
  • D. Stephen Baldwin
    Stephen Baldwin is an American actor and member of the Baldwin acting family, known for roles in films like "The Usual Suspects" and "Bio-Dome" as well as for his outspoken Christian activism.
  • E. Danny Masterson
    Danny Masterson is an American actor best known for playing Steven Hyde on the sitcom "That '70s Show."
  • 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: Robert Wahlberg
Triple: [Wahlberg, usedBy, Robert Wahlberg]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Wahlberg
Target entity description: 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.
  • A. Michael Wahlberg
    Michael Wahlberg is one of the children of American actor, producer, and former rapper Mark Wahlberg.
  • 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. 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.
  • D. Stephen Baldwin
    Stephen Baldwin is an American actor and member of the Baldwin acting family, known for roles in films like "The Usual Suspects" and "Bio-Dome" as well as for his outspoken Christian activism.
  • E. Danny Masterson
    Danny Masterson is an American actor best known for playing Steven Hyde on the sitcom "That '70s Show."
  • 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_69c769fd908c81908d92ff4cd79b76c0 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76a75496c8190a3268361ec142946 completed March 28, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69c76b05eb8c81909433fb4a26044a72 completed March 28, 2026, 5:45 a.m.
Created at: March 27, 2026, 2:29 p.m.