Triple

T6670739
Position Surface form Disambiguated ID Type / Status
Subject M. Frederick Hawthorne E151722 entity
Predicate fullName P16 FINISHED
Object Marion Frederick Hawthorne
Marion Frederick Hawthorne was an American chemist renowned for his pioneering work in boron chemistry and its applications in medicine and materials science.
 E610292 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: Marion Frederick Hawthorne | Statement: [M. Frederick Hawthorne, fullName, Marion Frederick Hawthorne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marion Frederick Hawthorne
Context triple: [M. Frederick Hawthorne, fullName, Marion Frederick Hawthorne]
  • A. Julian Hawthorne
    Julian Hawthorne was an American writer and journalist, best known as the son of novelist Nathaniel Hawthorne and for his own novels, biographies, and controversial involvement in a stock fraud scandal.
  • B. Gale Hawthorne
    Gale Hawthorne is Katniss Everdeen’s loyal best friend and hunting partner from District 12, known for his rebellious spirit and deep resentment of the Capitol in The Hunger Games series.
  • C. Edward Robbins Wharton
    Edward Robbins Wharton was the American sportsman and businessman best known as the husband of novelist Edith Wharton.
  • D. Arthur Twining Hadley
    Arthur Twining Hadley was an American economist and educator who served as president of Yale University in the early 20th century.
  • E. Rose Hawthorne Lathrop
    Rose Hawthorne Lathrop was an American writer and Roman Catholic nun who founded a religious order dedicated to caring for impoverished cancer patients.
  • 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: Marion Frederick Hawthorne
Triple: [M. Frederick Hawthorne, fullName, Marion Frederick Hawthorne]
Generated description
Marion Frederick Hawthorne was an American chemist renowned for his pioneering work in boron chemistry and its applications in medicine and materials science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marion Frederick Hawthorne
Target entity description: Marion Frederick Hawthorne was an American chemist renowned for his pioneering work in boron chemistry and its applications in medicine and materials science.
  • A. Julian Hawthorne
    Julian Hawthorne was an American writer and journalist, best known as the son of novelist Nathaniel Hawthorne and for his own novels, biographies, and controversial involvement in a stock fraud scandal.
  • B. Gale Hawthorne
    Gale Hawthorne is Katniss Everdeen’s loyal best friend and hunting partner from District 12, known for his rebellious spirit and deep resentment of the Capitol in The Hunger Games series.
  • C. Edward Robbins Wharton
    Edward Robbins Wharton was the American sportsman and businessman best known as the husband of novelist Edith Wharton.
  • D. Arthur Twining Hadley
    Arthur Twining Hadley was an American economist and educator who served as president of Yale University in the early 20th century.
  • E. Rose Hawthorne Lathrop
    Rose Hawthorne Lathrop was an American writer and Roman Catholic nun who founded a religious order dedicated to caring for impoverished cancer patients.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0c9163c8190ad959172a8458619 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef12fcfc819086b37dc9b9929663 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a498cc8190a0494082b91b012d completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f136ac648190b94a7cda43139fd0 completed March 27, 2026, 9:05 p.m.
Created at: March 27, 2026, 2:03 p.m.