Triple
T21723304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All-4-One |
E536214
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Tony Borowiak
Tony Borowiak is an American R&B singer best known as a vocalist in the Grammy-winning vocal group All-4-One.
|
E1502391
|
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: Tony Borowiak | Statement: [All-4-One, member, Tony Borowiak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Borowiak Context triple: [All-4-One, member, Tony Borowiak]
-
A.
Alan Gwizdowski
Alan Gwizdowski is a cinematographer known for his work on the satirical comedy film "Honk for Jesus. Save Your Soul."
-
B.
Leon Wasilewski
Leon Wasilewski was a Polish politician, diplomat, and historian known for serving as Poland’s first foreign minister after World War I and for his work on Polish-Ukrainian relations.
-
C.
Leo Nowak
Leo Nowak is a German Roman Catholic prelate who became the first diocesan bishop of the re-established Diocese of Magdeburg after German reunification.
-
D.
Tom Karnowski
Tom Karnowski is a film producer known for his work on the romantic period drama "The Light Between Oceans."
-
E.
Daniel Olbrychski
Daniel Olbrychski is a renowned Polish film and theatre actor known for his roles in classic Polish cinema and international productions.
- 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: Tony Borowiak Triple: [All-4-One, member, Tony Borowiak]
Generated description
Tony Borowiak is an American R&B singer best known as a vocalist in the Grammy-winning vocal group All-4-One.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Borowiak Target entity description: Tony Borowiak is an American R&B singer best known as a vocalist in the Grammy-winning vocal group All-4-One.
-
A.
Alan Gwizdowski
Alan Gwizdowski is a cinematographer known for his work on the satirical comedy film "Honk for Jesus. Save Your Soul."
-
B.
Leon Wasilewski
Leon Wasilewski was a Polish politician, diplomat, and historian known for serving as Poland’s first foreign minister after World War I and for his work on Polish-Ukrainian relations.
-
C.
Leo Nowak
Leo Nowak is a German Roman Catholic prelate who became the first diocesan bishop of the re-established Diocese of Magdeburg after German reunification.
-
D.
Tom Karnowski
Tom Karnowski is a film producer known for his work on the romantic period drama "The Light Between Oceans."
-
E.
Daniel Olbrychski
Daniel Olbrychski is a renowned Polish film and theatre actor known for his roles in classic Polish cinema and international productions.
- 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_69e0c46c6dd88190a595375fa6ebd701 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efd97150c08190861bdc35416665a9 |
completed | April 27, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e63bd608190bd7eb342a3ef6ce7 |
completed | May 17, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a0a401ceb748190a4718ea4bc7ece45 |
completed | May 17, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a40bc29fc8190b082a1f86b2c4907 |
completed | May 17, 2026, 10:27 p.m. |
Created at: April 16, 2026, 6:48 p.m.