Triple
T15710692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Berg |
E380828
|
entity |
| Predicate | hasMother |
P1909
|
FINISHED |
| Object |
Mrs. Berg
Mrs. Berg is the mother of Michael Berg, a central character in Bernhard Schlink’s novel "The Reader."
|
E1172986
|
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: Mrs. Berg | Statement: [Michael Berg, hasMother, Mrs. Berg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mrs. Berg Context triple: [Michael Berg, hasMother, Mrs. Berg]
-
A.
Mrs. Hurst
Mrs. Hurst is a minor character in Jane Austen's "Pride and Prejudice," known as the married sister of Caroline Bingley who shares her family's snobbish and class-conscious attitudes.
-
B.
Harriet Westbrook
Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
-
C.
Mrs Lyons
Mrs Lyons is a wealthy, middle-class woman in Willy Russell's play "Blood Brothers" whose desperate longing for a child drives much of the story's tragedy.
-
D.
Mrs Hughes
Mrs Hughes is the no-nonsense yet deeply compassionate housekeeper at Downton Abbey, known for her moral backbone and quiet influence over both staff and family.
-
E.
Catherine Bennet
Catherine Bennet, commonly called Kitty, is one of the younger Bennet sisters in Jane Austen's novel "Pride and Prejudice," known for her impressionable nature and tendency to follow her sister Lydia's lead.
- 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: Mrs. Berg Triple: [Michael Berg, hasMother, Mrs. Berg]
Generated description
Mrs. Berg is the mother of Michael Berg, a central character in Bernhard Schlink’s novel "The Reader."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mrs. Berg Target entity description: Mrs. Berg is the mother of Michael Berg, a central character in Bernhard Schlink’s novel "The Reader."
-
A.
Mrs. Hurst
Mrs. Hurst is a minor character in Jane Austen's "Pride and Prejudice," known as the married sister of Caroline Bingley who shares her family's snobbish and class-conscious attitudes.
-
B.
Harriet Westbrook
Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
-
C.
Mrs Lyons
Mrs Lyons is a wealthy, middle-class woman in Willy Russell's play "Blood Brothers" whose desperate longing for a child drives much of the story's tragedy.
-
D.
Mrs Hughes
Mrs Hughes is the no-nonsense yet deeply compassionate housekeeper at Downton Abbey, known for her moral backbone and quiet influence over both staff and family.
-
E.
Catherine Bennet
Catherine Bennet, commonly called Kitty, is one of the younger Bennet sisters in Jane Austen's novel "Pride and Prejudice," known for her impressionable nature and tendency to follow her sister Lydia's lead.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8f5d6081908243fa59b46b7c76 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757d74b481909c8332a09ae36b4f |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff762c0c548190a80392e1e83f68cc |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76fbcd188190b431bf277304aeea |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:45 a.m.