Triple

T18144676
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Gaskell E434355 entity
Predicate birthName P65 FINISHED
Object Elizabeth Cleghorn Stevenson
Elizabeth Cleghorn Stevenson, better known as Elizabeth Gaskell, was a prominent 19th-century English novelist and short story writer noted for her social realism and depictions of Victorian industrial life.
 E1311626 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: Elizabeth Cleghorn Stevenson | Statement: [Elizabeth Gaskell, birthName, Elizabeth Cleghorn Stevenson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Cleghorn Stevenson
Context triple: [Elizabeth Gaskell, birthName, Elizabeth Cleghorn Stevenson]
  • A. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • B. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • C. Dorothy Macmillan
    Dorothy Macmillan was the mother of British publisher and Conservative politician Maurice Crawford Macmillan and a member of the prominent Macmillan family.
  • D. Mary McDougall
    Mary McDougall is known primarily as the daughter of American Revolutionary War officer and political leader Alexander McDougall.
  • E. Margaret Durkan
    Margaret Durkan is a notable individual recognized for bearing the Durkan surname, likely distinguished in a professional, public, or cultural field.
  • 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: Elizabeth Cleghorn Stevenson
Triple: [Elizabeth Gaskell, birthName, Elizabeth Cleghorn Stevenson]
Generated description
Elizabeth Cleghorn Stevenson, better known as Elizabeth Gaskell, was a prominent 19th-century English novelist and short story writer noted for her social realism and depictions of Victorian industrial life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Cleghorn Stevenson
Target entity description: Elizabeth Cleghorn Stevenson, better known as Elizabeth Gaskell, was a prominent 19th-century English novelist and short story writer noted for her social realism and depictions of Victorian industrial life.
  • A. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • B. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • C. Dorothy Macmillan
    Dorothy Macmillan was the mother of British publisher and Conservative politician Maurice Crawford Macmillan and a member of the prominent Macmillan family.
  • D. Mary McDougall
    Mary McDougall is known primarily as the daughter of American Revolutionary War officer and political leader Alexander McDougall.
  • E. Margaret Durkan
    Margaret Durkan is a notable individual recognized for bearing the Durkan surname, likely distinguished in a professional, public, or cultural field.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de32d3f88190bd9f406729716407 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397f51b7481909ce9507b61210038 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398fb7fb481908a32c56a798d81fd completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a039a2b85888190bbcae1ba9d8ba715 completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:29 a.m.