Triple

T477137
Position Surface form Disambiguated ID Type / Status
Subject Ernest Hemingway E9085 entity
Predicate spouse P13 FINISHED
Object Martha Gellhorn
Martha Gellhorn was a renowned American war correspondent and novelist, celebrated for her vivid frontline reporting across multiple 20th-century conflicts.
E59400 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: Martha Gellhorn | Statement: [Ernest Hemingway, spouse, Martha Gellhorn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Gellhorn
Context triple: [Ernest Hemingway, spouse, Martha Gellhorn]
  • A. Elisabeth Mann Borgese
    Elisabeth Mann Borgese was a German-born writer and pioneering advocate for international ocean governance and the law of the sea.
  • B. Christina Lamb
    Christina Lamb is a British journalist and author best known for co-writing Malala Yousafzai’s memoir "I Am Malala" and for her award-winning foreign correspondence.
  • C. Mary Hemingway
    Mary Hemingway was an American journalist and the fourth wife and literary executor of Ernest Hemingway, known for editing and publishing several of his works after his death.
  • D. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • E. Margaret Fuller
    Margaret Fuller was a pioneering 19th-century American feminist, writer, and critic associated with the Transcendentalist movement and known for her influential work "Woman in the Nineteenth Century."
  • 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: Martha Gellhorn
Triple: [Ernest Hemingway, spouse, Martha Gellhorn]
Generated description
Martha Gellhorn was a renowned American war correspondent and novelist, celebrated for her vivid frontline reporting across multiple 20th-century conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Gellhorn
Target entity description: Martha Gellhorn was a renowned American war correspondent and novelist, celebrated for her vivid frontline reporting across multiple 20th-century conflicts.
  • A. Elisabeth Mann Borgese
    Elisabeth Mann Borgese was a German-born writer and pioneering advocate for international ocean governance and the law of the sea.
  • B. Christina Lamb
    Christina Lamb is a British journalist and author best known for co-writing Malala Yousafzai’s memoir "I Am Malala" and for her award-winning foreign correspondence.
  • C. Mary Hemingway
    Mary Hemingway was an American journalist and the fourth wife and literary executor of Ernest Hemingway, known for editing and publishing several of his works after his death.
  • D. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • E. Margaret Fuller
    Margaret Fuller was a pioneering 19th-century American feminist, writer, and critic associated with the Transcendentalist movement and known for her influential work "Woman in the Nineteenth Century."
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03cc63881908e75b457804cb858 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a46802cf108190a71d45f1ad3262e2 completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a4686a1c448190943fb889cd26c715 completed March 1, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69a468c9f5008190b431bc4bd374ab78 completed March 1, 2026, 4:26 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.