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.