Triple
T6954711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wahlberg |
E161212
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Walberg
Walberg is a surname variant of Wahlberg, most commonly associated with individuals of Scandinavian or Germanic origin.
|
E630815
|
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: Walberg | Statement: [Wahlberg, hasVariant, Walberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walberg Context triple: [Wahlberg, hasVariant, Walberg]
-
A.
Braugher
Braugher is the surname of Andre Braugher, an acclaimed American actor known for his roles in "Homicide: Life on the Street" and "Brooklyn Nine-Nine."
-
B.
Brolin
Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
-
C.
Kinnear
Kinnear is an English surname most notably associated with the British actor Rory Kinnear and his theatrical family.
-
D.
Milburn Stone
Milburn Stone was an American actor best known for his long-running role as Doc Adams on the television western series "Gunsmoke."
-
E.
Jonathan Brandis
Jonathan Brandis was an American actor best known as a 1990s teen idol for his roles in films like "The NeverEnding Story II" and the TV series "seaQuest DSV."
- 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: Walberg Triple: [Wahlberg, hasVariant, Walberg]
Generated description
Walberg is a surname variant of Wahlberg, most commonly associated with individuals of Scandinavian or Germanic origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walberg Target entity description: Walberg is a surname variant of Wahlberg, most commonly associated with individuals of Scandinavian or Germanic origin.
-
A.
Braugher
Braugher is the surname of Andre Braugher, an acclaimed American actor known for his roles in "Homicide: Life on the Street" and "Brooklyn Nine-Nine."
-
B.
Brolin
Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
-
C.
Kinnear
Kinnear is an English surname most notably associated with the British actor Rory Kinnear and his theatrical family.
-
D.
Milburn Stone
Milburn Stone was an American actor best known for his long-running role as Doc Adams on the television western series "Gunsmoke."
-
E.
Jonathan Brandis
Jonathan Brandis was an American actor best known as a 1990s teen idol for his roles in films like "The NeverEnding Story II" and the TV series "seaQuest DSV."
- 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.