Triple

T1696355
Position Surface form Disambiguated ID Type / Status
Subject George Black (Canadian politician) E36666 entity
Predicate spouse P13 FINISHED
Object Martha Louise Munger Black
Martha Louise Munger Black was a pioneering American-Canadian politician and adventurer, known as one of the first women elected to the Canadian House of Commons and for her prominent role in Yukon’s early 20th-century public life.
E217783 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 Louise Munger Black | Statement: [George Black (Canadian politician), spouse, Martha Louise Munger Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Louise Munger Black
Context triple: [George Black (Canadian politician), spouse, Martha Louise Munger Black]
  • A. Martha McMillan Roberts
    Martha McMillan Roberts was a Farm Security Administration photographer known for documenting American life during the Great Depression era.
  • B. Jane Wills Pitts
    Jane Wills Pitts was the mother of Helen Pitts Douglass, the white suffragist and second wife of abolitionist Frederick Douglass.
  • C. Joan Trumpauer
    Joan Trumpauer is an American civil rights activist best known for her courageous work in the early 1960s, including sit-ins, voter registration efforts, and enduring imprisonment for challenging segregation in the Deep South.
  • D. Marian Shields Robinson
    Marian Shields Robinson is the mother of former First Lady Michelle Obama and grandmother of Malia and Sasha Obama, known for living in the White House during Barack Obama’s presidency to help care for her granddaughters.
  • E. Julia Elizabeth Baldwin Rice
    Julia Elizabeth Baldwin Rice was the wife of American businessman and philanthropist William Marsh Rice, whose estate funded the establishment of Rice University.
  • 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 Louise Munger Black
Triple: [George Black (Canadian politician), spouse, Martha Louise Munger Black]
Generated description
Martha Louise Munger Black was a pioneering American-Canadian politician and adventurer, known as one of the first women elected to the Canadian House of Commons and for her prominent role in Yukon’s early 20th-century public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Louise Munger Black
Target entity description: Martha Louise Munger Black was a pioneering American-Canadian politician and adventurer, known as one of the first women elected to the Canadian House of Commons and for her prominent role in Yukon’s early 20th-century public life.
  • A. Martha McMillan Roberts
    Martha McMillan Roberts was a Farm Security Administration photographer known for documenting American life during the Great Depression era.
  • B. Jane Wills Pitts
    Jane Wills Pitts was the mother of Helen Pitts Douglass, the white suffragist and second wife of abolitionist Frederick Douglass.
  • C. Joan Trumpauer
    Joan Trumpauer is an American civil rights activist best known for her courageous work in the early 1960s, including sit-ins, voter registration efforts, and enduring imprisonment for challenging segregation in the Deep South.
  • D. Marian Shields Robinson
    Marian Shields Robinson is the mother of former First Lady Michelle Obama and grandmother of Malia and Sasha Obama, known for living in the White House during Barack Obama’s presidency to help care for her granddaughters.
  • E. Julia Elizabeth Baldwin Rice
    Julia Elizabeth Baldwin Rice was the wife of American businessman and philanthropist William Marsh Rice, whose estate funded the establishment of Rice University.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62b645a081909dafdf7a32f2a389 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3b9a2f4819082ca2e9f838f7b9e completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf79bddf48190909bdcee31b55379 completed March 8, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69adf8153e5881908acc441f68623890 completed March 8, 2026, 10:28 p.m.
Created at: March 4, 2026, 7:30 p.m.