Triple

T6954703
Position Surface form Disambiguated ID Type / Status
Subject Wahlberg E161212 entity
Predicate usedBy P260 FINISHED
Object Buddy Wahlberg
Buddy Wahlberg is an individual associated with the Wahlberg name, likely a lesser-known or private figure rather than a widely recognized public personality.
 E643490 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: Buddy Wahlberg | Statement: [Wahlberg, usedBy, Buddy Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buddy Wahlberg
Context triple: [Wahlberg, usedBy, Buddy Wahlberg]
  • A. Brendan Wahlberg
    Brendan Wahlberg is an individual associated with the Wahlberg family name, though there is limited publicly available information specifically distinguishing his notability.
  • B. Scott Wahlberg
    Scott Wahlberg is an individual associated with the use of something identified or labeled as "Wahlberg," though further widely known public details about him are not available.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Buddy Wahlberg
Triple: [Wahlberg, usedBy, Buddy Wahlberg]
Generated description
Buddy Wahlberg is an individual associated with the Wahlberg name, likely a lesser-known or private figure rather than a widely recognized public personality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buddy Wahlberg
Target entity description: Buddy Wahlberg is an individual associated with the Wahlberg name, likely a lesser-known or private figure rather than a widely recognized public personality.
  • A. Brendan Wahlberg
    Brendan Wahlberg is an individual associated with the Wahlberg family name, though there is limited publicly available information specifically distinguishing his notability.
  • B. Scott Wahlberg
    Scott Wahlberg is an individual associated with the use of something identified or labeled as "Wahlberg," though further widely known public details about him are not available.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c7a30ef6d88190aa4bb0d70d54d263 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a3bcac208190901fd8b4b497e7fb completed March 28, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4d37b24819093bd43687256ab42 completed March 28, 2026, 9:52 a.m.
Created at: March 27, 2026, 2:29 p.m.