Triple
T20152621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bones Hillman |
E491470
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Denise DeMarchi
Denise DeMarchi is an Australian rock singer and musician best known as a member of the band Baby Animals and for her work in the Australian music scene.
|
E1423506
|
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: Denise DeMarchi | Statement: [Bones Hillman, spouse, Denise DeMarchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denise DeMarchi Context triple: [Bones Hillman, spouse, Denise DeMarchi]
-
A.
Denise Di Novi
Denise Di Novi is an American film producer known for her work on numerous popular films, including several Tim Burton projects and acclaimed literary adaptations.
-
B.
Denise Lombardo
Denise Lombardo is an American woman best known as the first wife of former stockbroker and convicted fraudster Jordan Belfort, whose life inspired the film "The Wolf of Wall Street."
-
C.
Denise Sardisco
Denise Sardisco is an Italian actress best known for her role in the 2019 film adaptation of Jack London's "Martin Eden."
-
D.
Deanna Piatelli
Deanna Piatelli is known as the spouse of Jack Dempsey.
-
E.
Maria Bellonci
Maria Bellonci was an Italian writer and biographer renowned for her historical novels and for promoting contemporary literature in Italy.
- 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: Denise DeMarchi Triple: [Bones Hillman, spouse, Denise DeMarchi]
Generated description
Denise DeMarchi is an Australian rock singer and musician best known as a member of the band Baby Animals and for her work in the Australian music scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denise DeMarchi Target entity description: Denise DeMarchi is an Australian rock singer and musician best known as a member of the band Baby Animals and for her work in the Australian music scene.
-
A.
Denise Di Novi
Denise Di Novi is an American film producer known for her work on numerous popular films, including several Tim Burton projects and acclaimed literary adaptations.
-
B.
Denise Lombardo
Denise Lombardo is an American woman best known as the first wife of former stockbroker and convicted fraudster Jordan Belfort, whose life inspired the film "The Wolf of Wall Street."
-
C.
Denise Sardisco
Denise Sardisco is an Italian actress best known for her role in the 2019 film adaptation of Jack London's "Martin Eden."
-
D.
Deanna Piatelli
Deanna Piatelli is known as the spouse of Jack Dempsey.
-
E.
Maria Bellonci
Maria Bellonci was an Italian writer and biographer renowned for her historical novels and for promoting contemporary literature in Italy.
- 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_69da6265f8f0819080b29c752a574088 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e667dda9b4819097ff66bb2b50fc21 |
completed | April 20, 2026, 5:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086105a5a88190a5b995c37af3e987 |
completed | May 16, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a086282203881908726f58843a8ae5d |
completed | May 16, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08638b64a88190a068a2d0c15dc448 |
completed | May 16, 2026, 12:31 p.m. |
Created at: April 11, 2026, 11:33 p.m.