Triple

T2414273
Position Surface form Disambiguated ID Type / Status
Subject George Bernard Shaw E52265 entity
Predicate spouse P13 FINISHED
Object Charlotte Payne-Townshend
Charlotte Payne-Townshend was an Irish heiress, political activist, and feminist who was a prominent member of the Fabian Society and the wife of playwright George Bernard Shaw.
E266953 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: Charlotte Payne-Townshend | Statement: [George Bernard Shaw, spouse, Charlotte Payne-Townshend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlotte Payne-Townshend
Context triple: [George Bernard Shaw, spouse, Charlotte Payne-Townshend]
  • A. Jane Leveson-Gower
    Jane Leveson-Gower was an 18th-century British aristocrat and daughter of Catherine Douglas, Duchess of Queensberry, who was connected to prominent noble families of the period.
  • B. Lucy Montagu
    Lucy Montagu was an English aristocrat of the 18th century, best known as the mother of Frederick North, the British prime minister during the American Revolutionary period.
  • C. Emily Trevelyan
    Emily Trevelyan is a central fictional character in Anthony Trollope’s novel "He Knew He Was Right," whose troubled marriage and emotional struggles drive much of the story’s drama.
  • D. Charlotte Burghes
    Charlotte Burghes was the first wife of British geneticist and evolutionary biologist J. B. S. Haldane, known primarily through her association with him.
  • E. Allegra Mostyn-Owen
    Allegra Mostyn-Owen is a British socialite and former wife of Boris Johnson, known for her aristocratic background and involvement in the London art and social scene.
  • 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: Charlotte Payne-Townshend
Triple: [George Bernard Shaw, spouse, Charlotte Payne-Townshend]
Generated description
Charlotte Payne-Townshend was an Irish heiress, political activist, and feminist who was a prominent member of the Fabian Society and the wife of playwright George Bernard Shaw.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlotte Payne-Townshend
Target entity description: Charlotte Payne-Townshend was an Irish heiress, political activist, and feminist who was a prominent member of the Fabian Society and the wife of playwright George Bernard Shaw.
  • A. Jane Leveson-Gower
    Jane Leveson-Gower was an 18th-century British aristocrat and daughter of Catherine Douglas, Duchess of Queensberry, who was connected to prominent noble families of the period.
  • B. Lucy Montagu
    Lucy Montagu was an English aristocrat of the 18th century, best known as the mother of Frederick North, the British prime minister during the American Revolutionary period.
  • C. Emily Trevelyan
    Emily Trevelyan is a central fictional character in Anthony Trollope’s novel "He Knew He Was Right," whose troubled marriage and emotional struggles drive much of the story’s drama.
  • D. Charlotte Burghes
    Charlotte Burghes was the first wife of British geneticist and evolutionary biologist J. B. S. Haldane, known primarily through her association with him.
  • E. Allegra Mostyn-Owen
    Allegra Mostyn-Owen is a British socialite and former wife of Boris Johnson, known for her aristocratic background and involvement in the London art and social scene.
  • 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc94a6458819087b8c4fe81a2d031 completed March 7, 2026, 6:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef09efc108190b309dfe993526a26 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef58eff2c81909cbf3346705940a3 completed March 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69aef656ae0c81908753cc5a8b5fe704 completed March 9, 2026, 4:33 p.m.
Created at: March 6, 2026, 9:41 p.m.