Triple

T10586677
Position Surface form Disambiguated ID Type / Status
Subject Douglas Cochrane, 12th Earl of Dundonald E249871 entity
Predicate spouse P13 FINISHED
Object Winifred Bamford-Hesketh
Winifred Bamford-Hesketh was a British aristocrat and heiress known for her marriage into the Cochrane family as the wife of Douglas Cochrane, 12th Earl of Dundonald.
E872588 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: Winifred Bamford-Hesketh | Statement: [Douglas Cochrane, 12th Earl of Dundonald, spouse, Winifred Bamford-Hesketh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winifred Bamford-Hesketh
Context triple: [Douglas Cochrane, 12th Earl of Dundonald, spouse, Winifred Bamford-Hesketh]
  • A. Winifred Beilby
    Winifred Beilby was the wife of Nobel Prize–winning radiochemist Frederick Soddy and a member of the prominent Beilby industrial and scientific family.
  • B. Winifred Dartie
    Winifred Dartie is a character in John Galsworthy’s Forsyte Saga, depicted as a member of the Forsyte family whose troubled marriage and personal loyalties reflect the social and emotional constraints of upper-middle-class Victorian England.
  • C. Maud Lichfield-Woods
    Maud Lichfield-Woods was the British-born wife of German pacifist and Nobel Peace Prize laureate Carl von Ossietzky, known for supporting him during his persecution under the Nazi regime.
  • D. Winifred de Wolfe
    Winifred de Wolfe, better known as Natacha Rambova, was an American costume and set designer, film art director, and style icon of the silent film era.
  • E. Winifred Watson
    Winifred Watson was a British author best known for her 1938 novel "Miss Pettigrew Lives for a Day," which was later adapted for stage and screen.
  • 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: Winifred Bamford-Hesketh
Triple: [Douglas Cochrane, 12th Earl of Dundonald, spouse, Winifred Bamford-Hesketh]
Generated description
Winifred Bamford-Hesketh was a British aristocrat and heiress known for her marriage into the Cochrane family as the wife of Douglas Cochrane, 12th Earl of Dundonald.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winifred Bamford-Hesketh
Target entity description: Winifred Bamford-Hesketh was a British aristocrat and heiress known for her marriage into the Cochrane family as the wife of Douglas Cochrane, 12th Earl of Dundonald.
  • A. Winifred Beilby
    Winifred Beilby was the wife of Nobel Prize–winning radiochemist Frederick Soddy and a member of the prominent Beilby industrial and scientific family.
  • B. Winifred Dartie
    Winifred Dartie is a character in John Galsworthy’s Forsyte Saga, depicted as a member of the Forsyte family whose troubled marriage and personal loyalties reflect the social and emotional constraints of upper-middle-class Victorian England.
  • C. Maud Lichfield-Woods
    Maud Lichfield-Woods was the British-born wife of German pacifist and Nobel Peace Prize laureate Carl von Ossietzky, known for supporting him during his persecution under the Nazi regime.
  • D. Winifred de Wolfe
    Winifred de Wolfe, better known as Natacha Rambova, was an American costume and set designer, film art director, and style icon of the silent film era.
  • E. Winifred Watson
    Winifred Watson was a British author best known for her 1938 novel "Miss Pettigrew Lives for a Day," which was later adapted for stage and screen.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5276b0ae48190b2935230363239e0 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b8b1b708190865e428128f98720 completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94d68f39c8190bc7ea90237a5bf5f completed April 10, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69d9522d68b88190a63acb6d657168b4 completed April 10, 2026, 7:40 p.m.
Created at: April 6, 2026, 12:39 p.m.