Triple
T5946414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Magda Gabor |
E132291
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Arthur Gallucci
Arthur Gallucci was the husband of Hungarian-American socialite and actress Magda Gabor.
|
E568985
|
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: Arthur Gallucci | Statement: [Magda Gabor, spouse, Arthur Gallucci]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Gallucci Context triple: [Magda Gabor, spouse, Arthur Gallucci]
-
A.
Frank Galati
Frank Galati was an American director, adapter, and screenwriter known for his acclaimed stage and film adaptations of literary works.
-
B.
George Gallo
George Gallo is an American screenwriter and filmmaker best known for creating the characters behind the "Bad Boys" action-comedy film franchise.
-
C.
Charles Camarda
Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
-
D.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
E.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
- 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: Arthur Gallucci Triple: [Magda Gabor, spouse, Arthur Gallucci]
Generated description
Arthur Gallucci was the husband of Hungarian-American socialite and actress Magda Gabor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Gallucci Target entity description: Arthur Gallucci was the husband of Hungarian-American socialite and actress Magda Gabor.
-
A.
Frank Galati
Frank Galati was an American director, adapter, and screenwriter known for his acclaimed stage and film adaptations of literary works.
-
B.
George Gallo
George Gallo is an American screenwriter and filmmaker best known for creating the characters behind the "Bad Boys" action-comedy film franchise.
-
C.
Charles Camarda
Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
-
D.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
E.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
- 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0393bd4488190bba68d9c6e872e04 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c125019b188190ac8c6a9bdc3a4e53 |
completed | March 23, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69c125d888cc819092b765d47f1d9f9f |
completed | March 23, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c126f308988190ab6cb6c79ea12877 |
completed | March 23, 2026, 11:41 a.m. |
Created at: March 22, 2026, 4:01 p.m.