Triple
T11736303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madeleine Talmage Force |
E279034
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Enzo Fiermonte
Enzo Fiermonte was an Italian boxer-turned-actor known for his film roles in the mid-20th century and his later marriage to American socialite Madeleine Talmage Force.
|
E1069987
|
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: Enzo Fiermonte | Statement: [Madeleine Talmage Force, spouse, Enzo Fiermonte]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enzo Fiermonte Context triple: [Madeleine Talmage Force, spouse, Enzo Fiermonte]
-
A.
Enzo Serafin
Enzo Serafin was an Italian cinematographer known for his expressive black-and-white photography in mid-20th-century European cinema.
-
B.
Enzo Bartoccioli
Enzo Bartoccioli was an Italian film editor and translator best known as the longtime partner and later husband of artist and activist Suze Rotolo, Bob Dylan’s early muse.
-
C.
Enzo Malaspina
Enzo Malaspina is an Italian voice actor known for his extensive dubbing work in films, television series, and animation.
-
D.
Bruno Ferraro
Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
-
E.
Enzo Scifo
Enzo Scifo is a former Belgian attacking midfielder renowned for his playmaking skills and influential performances for both the Belgian national team and top European clubs in the 1980s and 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: Enzo Fiermonte Triple: [Madeleine Talmage Force, spouse, Enzo Fiermonte]
Generated description
Enzo Fiermonte was an Italian boxer-turned-actor known for his film roles in the mid-20th century and his later marriage to American socialite Madeleine Talmage Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enzo Fiermonte Target entity description: Enzo Fiermonte was an Italian boxer-turned-actor known for his film roles in the mid-20th century and his later marriage to American socialite Madeleine Talmage Force.
-
A.
Enzo Serafin
Enzo Serafin was an Italian cinematographer known for his expressive black-and-white photography in mid-20th-century European cinema.
-
B.
Enzo Bartoccioli
Enzo Bartoccioli was an Italian film editor and translator best known as the longtime partner and later husband of artist and activist Suze Rotolo, Bob Dylan’s early muse.
-
C.
Enzo Malaspina
Enzo Malaspina is an Italian voice actor known for his extensive dubbing work in films, television series, and animation.
-
D.
Bruno Ferraro
Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
-
E.
Enzo Scifo
Enzo Scifo is a former Belgian attacking midfielder renowned for his playmaking skills and influential performances for both the Belgian national team and top European clubs in the 1980s and 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_69d6aaffec6881908bead509e8621742 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4edced48190b7a59dd45921828e |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce593bbc8190827ca217f43140b9 |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 8, 2026, 9:41 p.m.