Triple

T1407553
Position Surface form Disambiguated ID Type / Status
Subject Mark Wahlberg E31728 entity
Predicate familyName P18 FINISHED
Object Wahlberg
Wahlberg is a surname most prominently associated with American actor and producer Mark Wahlberg and his family.
 E161212 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: Wahlberg | Statement: [Mark Wahlberg, familyName, Wahlberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wahlberg
Context triple: [Mark Wahlberg, familyName, Wahlberg]
  • A. Wolff
    Wolff is a German surname borne by numerous notable individuals across fields such as philosophy, science, and the arts.
  • B. Wallen
    Wallen is the colloquial Dutch name for Amsterdam’s famous Red Light District, known for its historic canals, legalized prostitution, and vibrant nightlife.
  • C. Willson
    Willson is a less common spelling variant of the surname Wilson, typically used as a family name or occasionally as a given name.
  • D. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • E. Benji Wojin
    Benji Wojin is one of the children of Google co-founder Sergey Brin.
  • 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: Wahlberg
Triple: [Mark Wahlberg, familyName, Wahlberg]
Generated description
Wahlberg is a surname most prominently associated with American actor and producer Mark Wahlberg and his family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wahlberg
Target entity description: Wahlberg is a surname most prominently associated with American actor and producer Mark Wahlberg and his family.
  • A. Wolff
    Wolff is a German surname borne by numerous notable individuals across fields such as philosophy, science, and the arts.
  • B. Wallen
    Wallen is the colloquial Dutch name for Amsterdam’s famous Red Light District, known for its historic canals, legalized prostitution, and vibrant nightlife.
  • C. Willson
    Willson is a less common spelling variant of the surname Wilson, typically used as a family name or occasionally as a given name.
  • D. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • E. Benji Wojin
    Benji Wojin is one of the children of Google co-founder Sergey Brin.
  • 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_69ace5770ea08190ac91b47a4ed5bf35 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace62a94e88190883d25cdb748e8c1 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace68ab3788190bc3b55dd9a0fe267 completed March 8, 2026, 3:01 a.m.
Created at: March 1, 2026, 7:59 p.m.