Triple
T22129279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Hetfield |
E546866
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Francesca Hetfield
Francesca Hetfield is the wife of Metallica frontman James Hetfield, known for her long-term, largely private partnership with the musician and their family life together.
|
E1520901
|
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: Francesca Hetfield | Statement: [James Hetfield, spouse, Francesca Hetfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francesca Hetfield Context triple: [James Hetfield, spouse, Francesca Hetfield]
-
A.
Angela Gossow
Angela Gossow is a German extreme metal vocalist best known as the former lead singer of the melodic death metal band Arch Enemy and one of the pioneering women in death growl vocals.
-
B.
D’arcy Wretzky
D’arcy Wretzky is an American musician best known as the original bassist of the alternative rock band The Smashing Pumpkins.
-
C.
Mary Bennington
Mary Bennington is the infant around whom the comedic and emotional events of the film "Three Men and a Baby" revolve.
-
D.
Amy Lee
Amy Lee is an American singer, songwriter, and pianist best known as the co-founder and lead vocalist of the rock band Evanescence.
-
E.
Angie Lee
Angie Lee is an American basketball coach best known for leading the University of Iowa Hawkeyes women's basketball program in the 1990s.
- 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: Francesca Hetfield Triple: [James Hetfield, spouse, Francesca Hetfield]
Generated description
Francesca Hetfield is the wife of Metallica frontman James Hetfield, known for her long-term, largely private partnership with the musician and their family life together.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francesca Hetfield Target entity description: Francesca Hetfield is the wife of Metallica frontman James Hetfield, known for her long-term, largely private partnership with the musician and their family life together.
-
A.
Angela Gossow
Angela Gossow is a German extreme metal vocalist best known as the former lead singer of the melodic death metal band Arch Enemy and one of the pioneering women in death growl vocals.
-
B.
D’arcy Wretzky
D’arcy Wretzky is an American musician best known as the original bassist of the alternative rock band The Smashing Pumpkins.
-
C.
Mary Bennington
Mary Bennington is the infant around whom the comedic and emotional events of the film "Three Men and a Baby" revolve.
-
D.
Amy Lee
Amy Lee is an American singer, songwriter, and pianist best known as the co-founder and lead vocalist of the rock band Evanescence.
-
E.
Angie Lee
Angie Lee is an American basketball coach best known for leading the University of Iowa Hawkeyes women's basketball program in the 1990s.
- 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129851db8819082d50bbb73670bf6 |
completed | April 28, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f2727688190a31f6dc43ed24b5b |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a930c5af881909617ab27948b05e4 |
completed | May 18, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a934aea4c8190915db711b3a0e7cf |
completed | May 18, 2026, 4:19 a.m. |
Created at: April 16, 2026, 8:32 p.m.