Triple

T4258692
Position Surface form Disambiguated ID Type / Status
Subject Kenneth C. Royall E96044 entity
Predicate spouse P13 FINISHED
Object Margaret Best Royall
Margaret Best Royall was the wife of Kenneth C. Royall, a prominent American lawyer, U.S. Secretary of War, and the last U.S. Secretary of the Army.
E425347 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 Best Royall | Statement: [Kenneth C. Royall, spouse, Margaret Best Royall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Best Royall
Context triple: [Kenneth C. Royall, spouse, Margaret Best Royall]
  • A. Sophia Willard Dana Ripley
    Sophia Willard Dana Ripley was a 19th-century American Transcendentalist, educator, and feminist best known for her role in the Brook Farm utopian community and her marriage to social reformer George Ripley.
  • B. Martha Hunt
    Martha Hunt is an American fashion model best known for her work with Victoria’s Secret, including serving as a Victoria’s Secret Angel.
  • C. Elizabeth Hartwell
    Elizabeth Hartwell was the wife of American Founding Father and statesman Roger Sherman.
  • D. Mary Mather Smith
    Mary Mather Smith was the wife of American film actor Bruce Cabot, known for his roles in classic Hollywood cinema.
  • E. Maria Bissell Hotchkiss
    Maria Bissell Hotchkiss was an American philanthropist best known for endowing and establishing the prestigious Hotchkiss School in Lakeville, Connecticut.
  • 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 Best Royall
Triple: [Kenneth C. Royall, spouse, Margaret Best Royall]
Generated description
Margaret Best Royall was the wife of Kenneth C. Royall, a prominent American lawyer, U.S. Secretary of War, and the last U.S. Secretary of the Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Best Royall
Target entity description: Margaret Best Royall was the wife of Kenneth C. Royall, a prominent American lawyer, U.S. Secretary of War, and the last U.S. Secretary of the Army.
  • A. Sophia Willard Dana Ripley
    Sophia Willard Dana Ripley was a 19th-century American Transcendentalist, educator, and feminist best known for her role in the Brook Farm utopian community and her marriage to social reformer George Ripley.
  • B. Martha Hunt
    Martha Hunt is an American fashion model best known for her work with Victoria’s Secret, including serving as a Victoria’s Secret Angel.
  • C. Elizabeth Hartwell
    Elizabeth Hartwell was the wife of American Founding Father and statesman Roger Sherman.
  • D. Mary Mather Smith
    Mary Mather Smith was the wife of American film actor Bruce Cabot, known for his roles in classic Hollywood cinema.
  • E. Maria Bissell Hotchkiss
    Maria Bissell Hotchkiss was an American philanthropist best known for endowing and establishing the prestigious Hotchkiss School in Lakeville, Connecticut.
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34f7ec4508190a5067f1112ac7dca completed March 12, 2026, 11:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a88e62588190930dd3a1c9ae200e completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a8e024a081909e7ecbe969793281 completed March 14, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69b5acefd1f881908226ff68a741552b completed March 14, 2026, 6:46 p.m.
Created at: March 12, 2026, 11:06 p.m.