Triple

T1407566
Position Surface form Disambiguated ID Type / Status
Subject Mark Wahlberg E31728 entity
Predicate sibling P363 FINISHED
Object 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.
E167015 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: Paul Wahlberg | Statement: [Mark Wahlberg, sibling, Paul Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Wahlberg
Context triple: [Mark Wahlberg, sibling, Paul Wahlberg]
  • A. 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.
  • B. Donnie Wahlberg
    Donnie Wahlberg is an American singer, actor, and producer best known as a founding member of the boy band New Kids on the Block and for his roles in films like "The Sixth Sense" and the TV series "Blue Bloods."
  • C. Ray Liotta
    Ray Liotta was an American actor best known for his intense, charismatic performances in films such as "Goodfellas," "Field of Dreams," and numerous crime and drama roles.
  • D. Michael Ealy
    Michael Ealy is an American actor known for his roles in films like "Barbershop," "Think Like a Man," and "2 Fast 2 Furious," as well as various television series.
  • E. Rob Lowe
    Rob Lowe is an American actor known for his roles in films like "St. Elmo's Fire" and TV series such as "Parks and Recreation" and "9-1-1: Lone Star."
  • 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: Paul Wahlberg
Triple: [Mark Wahlberg, sibling, Paul Wahlberg]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Wahlberg
Target entity description: 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.
  • A. 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.
  • B. Donnie Wahlberg
    Donnie Wahlberg is an American singer, actor, and producer best known as a founding member of the boy band New Kids on the Block and for his roles in films like "The Sixth Sense" and the TV series "Blue Bloods."
  • C. Ray Liotta
    Ray Liotta was an American actor best known for his intense, charismatic performances in films such as "Goodfellas," "Field of Dreams," and numerous crime and drama roles.
  • D. Michael Ealy
    Michael Ealy is an American actor known for his roles in films like "Barbershop," "Think Like a Man," and "2 Fast 2 Furious," as well as various television series.
  • E. Rob Lowe
    Rob Lowe is an American actor known for his roles in films like "St. Elmo's Fire" and TV series such as "Parks and Recreation" and "9-1-1: Lone Star."
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bf7f0c8190aee96818de6ff4a5 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e67dbf88190a2a15baca5b9e79d completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0edd84e4819081a23828e69cd9a1 completed March 8, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f90cdec81908a981e12184cdd75 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 7:59 p.m.