Triple

T19622231
Position Surface form Disambiguated ID Type / Status
Subject Hurst E471039 entity
Predicate hasNotableBearer P458 FINISHED
Object Margaret Hurst
Margaret Hurst is a notable individual who shares the surname Hurst, though specific widely recognized biographical or professional details about her are not well documented in major public sources.
E1419887 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 Hurst | Statement: [Hurst, hasNotableBearer, Margaret Hurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Hurst
Context triple: [Hurst, hasNotableBearer, Margaret Hurst]
  • A. Margaret Pumphrey
    Margaret Pumphrey was the wife of British-born American actor Victor McLaglen, an Academy Award–winning star of early 20th-century cinema.
  • B. Margaret Penn
    Margaret Penn was a 17th-century Englishwoman best known as the daughter of Admiral Sir William Penn and sister of William Penn, the founder of Pennsylvania.
  • C. Margaret Crow
    Margaret Crow was an American philanthropist and art patron whose support and legacy are honored through the naming of the Crow Museum of Asian Art.
  • D. Margaret Whigham
    Margaret Whigham, later known as Margaret, Duchess of Argyll, was a prominent British socialite whose glamorous lifestyle and highly publicized divorce scandal made her one of the most notorious figures of mid-20th-century high society.
  • E. Margaret Allen
    Margaret Allen is best known as the mother of American actress Debra Paget.
  • 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 Hurst
Triple: [Hurst, hasNotableBearer, Margaret Hurst]
Generated description
Margaret Hurst is a notable individual who shares the surname Hurst, though specific widely recognized biographical or professional details about her are not well documented in major public sources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Hurst
Target entity description: Margaret Hurst is a notable individual who shares the surname Hurst, though specific widely recognized biographical or professional details about her are not well documented in major public sources.
  • A. Margaret Pumphrey
    Margaret Pumphrey was the wife of British-born American actor Victor McLaglen, an Academy Award–winning star of early 20th-century cinema.
  • B. Margaret Penn
    Margaret Penn was a 17th-century Englishwoman best known as the daughter of Admiral Sir William Penn and sister of William Penn, the founder of Pennsylvania.
  • C. Margaret Crow
    Margaret Crow was an American philanthropist and art patron whose support and legacy are honored through the naming of the Crow Museum of Asian Art.
  • D. Margaret Whigham
    Margaret Whigham, later known as Margaret, Duchess of Argyll, was a prominent British socialite whose glamorous lifestyle and highly publicized divorce scandal made her one of the most notorious figures of mid-20th-century high society.
  • E. Margaret Allen
    Margaret Allen is best known as the mother of American actress Debra Paget.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640e7949081908a89414ef899fa20 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08550f1aec819083536adc943e33c2 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855a0d2448190956d254f012e6325 completed May 16, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0855ff8ff88190933abcb757d8699c completed May 16, 2026, 11:33 a.m.
Created at: April 10, 2026, 1:44 p.m.