Triple
T10937761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Des Bishop |
E258380
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hannah Berner
Hannah Berner is an American comedian, podcaster, and former cast member of Bravo’s reality series "Summer House."
|
E895207
|
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: Hannah Berner | Statement: [Des Bishop, spouse, Hannah Berner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hannah Berner Context triple: [Des Bishop, spouse, Hannah Berner]
-
A.
Hannah Walters
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
-
B.
Hannah Kahnwald
Hannah Kahnwald is a central character in the German sci-fi thriller series "Dark," known for her complex relationships, manipulative behavior, and pivotal role across the show's intertwined timelines.
-
C.
Hannah Ackermann
Hannah Ackermann was the wife of the prominent German-born British publisher and printseller Rudolf Ackermann, associated with his social and family life in early 19th-century London.
-
D.
Hannah Phillips
Hannah Phillips is a fictional character in the Toy Story franchise, known as Sid Phillips' younger sister who briefly appears in the first film.
-
E.
Hannah Gruen
Hannah Gruen is the kindly, practical housekeeper and motherly figure who helps raise and support teenage sleuth Nancy Drew in the classic mystery series.
- 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: Hannah Berner Triple: [Des Bishop, spouse, Hannah Berner]
Generated description
Hannah Berner is an American comedian, podcaster, and former cast member of Bravo’s reality series "Summer House."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hannah Berner Target entity description: Hannah Berner is an American comedian, podcaster, and former cast member of Bravo’s reality series "Summer House."
-
A.
Hannah Walters
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
-
B.
Hannah Kahnwald
Hannah Kahnwald is a central character in the German sci-fi thriller series "Dark," known for her complex relationships, manipulative behavior, and pivotal role across the show's intertwined timelines.
-
C.
Hannah Ackermann
Hannah Ackermann was the wife of the prominent German-born British publisher and printseller Rudolf Ackermann, associated with his social and family life in early 19th-century London.
-
D.
Hannah Phillips
Hannah Phillips is a fictional character in the Toy Story franchise, known as Sid Phillips' younger sister who briefly appears in the first film.
-
E.
Hannah Gruen
Hannah Gruen is the kindly, practical housekeeper and motherly figure who helps raise and support teenage sleuth Nancy Drew in the classic mystery series.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770b065288190b4216beee8e8a193 |
completed | April 9, 2026, 9:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23bfd6a108190a0557598f68659fa |
completed | April 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_69e24541cbb481908f14a9cb2787c118 |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f48dc88190af9491e8cdc4a532 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.