Triple

T12552415
Position Surface form Disambiguated ID Type / Status
Subject Herbert Read E300128 entity
Predicate spouse P13 FINISHED
Object Margaret Ludwig
Margaret Ludwig was the wife of English art historian, poet, and anarchist philosopher Herbert Read.
E990415 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: Margaret Ludwig | Statement: [Herbert Read, spouse, Margaret Ludwig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Ludwig
Context triple: [Herbert Read, spouse, Margaret Ludwig]
  • A. Christina Augusta
    Christina Augusta, better known as Queen Christina of Sweden, was the 17th-century Swedish monarch renowned for her intellectual pursuits, unconventional lifestyle, and abdication of the throne.
  • B. Caroline Augusta of Bavaria
    Caroline Augusta of Bavaria was a 19th-century Bavarian princess who became Empress of Austria and Queen of Hungary as the fourth wife of Emperor Francis I.
  • C. Catherine of Mecklenburg
    Catherine of Mecklenburg was a 16th-century duchess and consort of Saxony, notable as the wife of Duke Henry IV and mother of Augustus, Elector of Saxony.
  • D. Elisabeth Huberta
    Elisabeth Huberta is a Dutch woman best known as a member of the van Gogh family, related to the famous painter Vincent van Gogh.
  • E. Louisa Ulrika of Prussia
    Louisa Ulrika of Prussia was an 18th-century Prussian princess who became Queen of Sweden and a prominent patron of the arts and Enlightenment culture.
  • 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: Margaret Ludwig
Triple: [Herbert Read, spouse, Margaret Ludwig]
Generated description
Margaret Ludwig was the wife of English art historian, poet, and anarchist philosopher Herbert Read.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Ludwig
Target entity description: Margaret Ludwig was the wife of English art historian, poet, and anarchist philosopher Herbert Read.
  • A. Christina Augusta
    Christina Augusta, better known as Queen Christina of Sweden, was the 17th-century Swedish monarch renowned for her intellectual pursuits, unconventional lifestyle, and abdication of the throne.
  • B. Caroline Augusta of Bavaria
    Caroline Augusta of Bavaria was a 19th-century Bavarian princess who became Empress of Austria and Queen of Hungary as the fourth wife of Emperor Francis I.
  • C. Catherine of Mecklenburg
    Catherine of Mecklenburg was a 16th-century duchess and consort of Saxony, notable as the wife of Duke Henry IV and mother of Augustus, Elector of Saxony.
  • D. Elisabeth Huberta
    Elisabeth Huberta is a Dutch woman best known as a member of the van Gogh family, related to the famous painter Vincent van Gogh.
  • E. Louisa Ulrika of Prussia
    Louisa Ulrika of Prussia was an 18th-century Prussian princess who became Queen of Sweden and a prominent patron of the arts and Enlightenment culture.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9548444d081908f00cea1ce7032c7 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65587524881908c933490bface976 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:58 p.m.