Triple
T22483223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eva Noblezada |
E555817
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Leo Roberts
Leo Roberts is a British actor and the husband of acclaimed Filipino-American stage actress and singer Eva Noblezada.
|
E1540555
|
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: Leo Roberts | Statement: [Eva Noblezada, spouse, Leo Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leo Roberts Context triple: [Eva Noblezada, spouse, Leo Roberts]
-
A.
Roy McCurdy
Roy McCurdy is an American jazz drummer known for his work with Cannonball Adderley and other prominent jazz artists.
-
B.
Lew Gibson
Lew Gibson is a fictional character from the 1947 American comedy film "The Senator Was Indiscreet."
-
C.
Ray Tanner
Ray Tanner is the protagonist of the 1989 science fiction film "Moontrap," portrayed as a resourceful astronaut confronting an ancient alien threat discovered on the Moon.
-
D.
Lloyd Barker
Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
-
E.
Lloyd Barker
Lloyd Barker is the son of Arrie Clark, known primarily in relation to her life and family.
- 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: Leo Roberts Triple: [Eva Noblezada, spouse, Leo Roberts]
Generated description
Leo Roberts is a British actor and the husband of acclaimed Filipino-American stage actress and singer Eva Noblezada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leo Roberts Target entity description: Leo Roberts is a British actor and the husband of acclaimed Filipino-American stage actress and singer Eva Noblezada.
-
A.
Roy McCurdy
Roy McCurdy is an American jazz drummer known for his work with Cannonball Adderley and other prominent jazz artists.
-
B.
Lew Gibson
Lew Gibson is a fictional character from the 1947 American comedy film "The Senator Was Indiscreet."
-
C.
Ray Tanner
Ray Tanner is the protagonist of the 1989 science fiction film "Moontrap," portrayed as a resourceful astronaut confronting an ancient alien threat discovered on the Moon.
-
D.
Lloyd Barker
Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
-
E.
Lloyd Barker
Lloyd Barker is the son of Arrie Clark, known primarily in relation to her life and family.
- 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_69e11e53897c819088863779f8c50bb0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15c3b03d881909e286a124c1a2b1c |
completed | April 29, 2026, 1:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17daaaec819082e8b801fd81140b |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b198fdb2881909349bcdd709e0c95 |
completed | May 18, 2026, 1:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1a2f750481909be10884b5127d6a |
completed | May 18, 2026, 1:54 p.m. |
Created at: April 16, 2026, 8:49 p.m.