Triple

T6954700
Position Surface form Disambiguated ID Type / Status
Subject Wahlberg E161212 entity
Predicate usedBy P260 FINISHED
Object Michelle Wahlberg
Michelle Wahlberg is an individual associated with the Wahlberg surname, though there is no widely known public figure by this exact name.
E630812 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: Michelle Wahlberg | Statement: [Wahlberg, usedBy, Michelle Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Wahlberg
Context triple: [Wahlberg, usedBy, Michelle Wahlberg]
  • A. Jenny McCarthy Wahlberg
    Jenny McCarthy Wahlberg is an American actress, model, and television personality known for her comedic roles, outspoken advocacy on health issues, and long-running work as a reality and game show panelist.
  • B. Bridgette Wilson
    Bridgette Wilson is an American actress, singer, and former Miss Teen USA best known for her roles in 1990s films such as "Billy Madison" and "Mortal Kombat."
  • C. Jenny Mollen
    Jenny Mollen is an American actress and bestselling author known for her darkly comedic essays and memoirs about relationships and motherhood.
  • D. Jessica Biel
    Jessica Biel is an American actress and producer known for her roles in the TV series "7th Heaven" and films such as "The Texas Chainsaw Massacre" and "The Illusionist."
  • E. Jamie-Lynn Sigler
    Jamie-Lynn Sigler is an American actress best known for playing Meadow Soprano on the acclaimed HBO series "The Sopranos."
  • 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: Michelle Wahlberg
Triple: [Wahlberg, usedBy, Michelle Wahlberg]
Generated description
Michelle Wahlberg is an individual associated with the Wahlberg surname, though there is no widely known public figure by this exact name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Wahlberg
Target entity description: Michelle Wahlberg is an individual associated with the Wahlberg surname, though there is no widely known public figure by this exact name.
  • A. Jenny McCarthy Wahlberg
    Jenny McCarthy Wahlberg is an American actress, model, and television personality known for her comedic roles, outspoken advocacy on health issues, and long-running work as a reality and game show panelist.
  • B. Bridgette Wilson
    Bridgette Wilson is an American actress, singer, and former Miss Teen USA best known for her roles in 1990s films such as "Billy Madison" and "Mortal Kombat."
  • C. Jenny Mollen
    Jenny Mollen is an American actress and bestselling author known for her darkly comedic essays and memoirs about relationships and motherhood.
  • D. Jessica Biel
    Jessica Biel is an American actress and producer known for her roles in the TV series "7th Heaven" and films such as "The Texas Chainsaw Massacre" and "The Illusionist."
  • E. Jamie-Lynn Sigler
    Jamie-Lynn Sigler is an American actress best known for playing Meadow Soprano on the acclaimed HBO series "The Sopranos."
  • 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_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.