Triple
T18851238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Magdalena Andersson |
E461044
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Richard Friberg
Richard Friberg is a Swedish economist and academic, known in part for being married to former Swedish Prime Minister Magdalena Andersson.
|
E1346064
|
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: Richard Friberg | Statement: [Magdalena Andersson, spouse, Richard Friberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Friberg Context triple: [Magdalena Andersson, spouse, Richard Friberg]
-
A.
Eric Lofgren
Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
-
B.
Michael Zager
Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
-
C.
Frankie Miller
Frankie Miller is a Scottish rock and blues singer-songwriter known for his powerful, soulful voice and hits such as "Darlin'" and "Be Good to Yourself."
-
D.
Jack Dolgen
Jack Dolgen is a songwriter, producer, and composer best known for his work on the musical numbers in the television series "Crazy Ex-Girlfriend."
-
E.
Jeff Fager
Jeff Fager is an American television producer best known for leading and shaping the long-running CBS news magazine program "60 Minutes."
- 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: Richard Friberg Triple: [Magdalena Andersson, spouse, Richard Friberg]
Generated description
Richard Friberg is a Swedish economist and academic, known in part for being married to former Swedish Prime Minister Magdalena Andersson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Friberg Target entity description: Richard Friberg is a Swedish economist and academic, known in part for being married to former Swedish Prime Minister Magdalena Andersson.
-
A.
Eric Lofgren
Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
-
B.
Michael Zager
Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
-
C.
Frankie Miller
Frankie Miller is a Scottish rock and blues singer-songwriter known for his powerful, soulful voice and hits such as "Darlin'" and "Be Good to Yourself."
-
D.
Jack Dolgen
Jack Dolgen is a songwriter, producer, and composer best known for his work on the musical numbers in the television series "Crazy Ex-Girlfriend."
-
E.
Jeff Fager
Jeff Fager is an American television producer best known for leading and shaping the long-running CBS news magazine program "60 Minutes."
- 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_69d8dcfa11e4819090ab1ef5bdcd2b2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c05995e88190b189864fcbda68e5 |
completed | April 20, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0567778ef08190af337b59cb345eed |
completed | May 14, 2026, 6:11 a.m. |
| NEDg | Description generation | batch_6a056c57c32481908b14f6a830a0e3e9 |
completed | May 14, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a056cf897188190b46a7c662c639d88 |
completed | May 14, 2026, 6:34 a.m. |
Created at: April 10, 2026, 11:56 a.m.