Triple
T7072510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donnie Wahlberg |
E164732
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object |
Donald Wahlberg Sr.
Donald Wahlberg Sr. was the father of actors and musicians Donnie and Mark Wahlberg, known as part of the working-class Boston family from which the Wahlberg brothers emerged.
|
E644719
|
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: Donald Wahlberg Sr. | Statement: [Donnie Wahlberg, parent, Donald Wahlberg Sr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Wahlberg Sr. Context triple: [Donnie Wahlberg, parent, Donald Wahlberg Sr.]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Brendan Wahlberg
Brendan Wahlberg is an individual associated with the Wahlberg family name, though there is limited publicly available information specifically distinguishing his notability.
- 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: Donald Wahlberg Sr. Triple: [Donnie Wahlberg, parent, Donald Wahlberg Sr.]
Generated description
Donald Wahlberg Sr. was the father of actors and musicians Donnie and Mark Wahlberg, known as part of the working-class Boston family from which the Wahlberg brothers emerged.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald Wahlberg Sr. Target entity description: Donald Wahlberg Sr. was the father of actors and musicians Donnie and Mark Wahlberg, known as part of the working-class Boston family from which the Wahlberg brothers emerged.
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Brendan Wahlberg
Brendan Wahlberg is an individual associated with the Wahlberg family name, though there is limited publicly available information specifically distinguishing his notability.
- 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_69c6887b96548190a8a9b3ac8adf4119 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4cb76548190bd98876f8ba925b7 |
completed | March 27, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ad7ba0188190bb59a0f9584d1923 |
completed | March 28, 2026, 10:29 a.m. |
| NEDg | Description generation | batch_69c7adef5d1c8190aea798aa98527295 |
completed | March 28, 2026, 10:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ae599cc8819086eadb1f1c25587a |
completed | March 28, 2026, 10:32 a.m. |
Created at: March 27, 2026, 2:39 p.m.