Triple
T4241765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shania Twain |
E95429
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Robert John "Mutt" Lange
Robert John "Mutt" Lange is a renowned South African-born record producer and songwriter best known for his work on hugely successful rock and country albums with artists like AC/DC, Def Leppard, and Shania Twain.
|
E425235
|
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: Robert John "Mutt" Lange | Statement: [Shania Twain, spouse, Robert John "Mutt" Lange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert John "Mutt" Lange Context triple: [Shania Twain, spouse, Robert John "Mutt" Lange]
-
A.
Don Mischer
Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
-
B.
Michael Beinhorn
Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
-
C.
Robert Enrico
Robert Enrico was a French film director and screenwriter best known for works such as "The Old Gun" and the Oscar-winning short film "An Occurrence at Owl Creek Bridge."
-
D.
Geoff Downes
Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
-
E.
Glen Matlock
Glen Matlock is an English bassist and songwriter best known as a founding member of the pioneering punk rock band the Sex Pistols.
- 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: Robert John "Mutt" Lange Triple: [Shania Twain, spouse, Robert John "Mutt" Lange]
Generated description
Robert John "Mutt" Lange is a renowned South African-born record producer and songwriter best known for his work on hugely successful rock and country albums with artists like AC/DC, Def Leppard, and Shania Twain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert John "Mutt" Lange Target entity description: Robert John "Mutt" Lange is a renowned South African-born record producer and songwriter best known for his work on hugely successful rock and country albums with artists like AC/DC, Def Leppard, and Shania Twain.
-
A.
Don Mischer
Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
-
B.
Michael Beinhorn
Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
-
C.
Robert Enrico
Robert Enrico was a French film director and screenwriter best known for works such as "The Old Gun" and the Oscar-winning short film "An Occurrence at Owl Creek Bridge."
-
D.
Geoff Downes
Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
-
E.
Glen Matlock
Glen Matlock is an English bassist and songwriter best known as a founding member of the pioneering punk rock band the Sex Pistols.
- 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e891bc08190831187da4f553f48 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a872fd6881908a3fbe37e7c35c92 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:05 p.m.