Triple

T3131623
Position Surface form Disambiguated ID Type / Status
Subject Daniel Burnham E65426 entity
Predicate spouse P13 FINISHED
Object Margaret Sherman
Margaret Sherman was the wife of prominent American architect and urban planner Daniel Burnham, known for her role within Chicago’s elite social circles during the late 19th and early 20th centuries.
E501093 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 Sherman | Statement: [Daniel Burnham, spouse, Margaret Sherman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Sherman
Context triple: [Daniel Burnham, spouse, Margaret Sherman]
  • A. Margaret Fink
    Margaret Fink is an Australian film producer best known for her work on influential Australian New Wave films, including the acclaimed adaptation of "My Brilliant Career."
  • B. Marjorie Hearn
    Marjorie Hearn was the longtime wife and partner of legendary Los Angeles Lakers broadcaster Chick Hearn.
  • C. Ellen Ewing Sherman
    Ellen Ewing Sherman was a 19th-century American Catholic socialite and philanthropist, best known as the politically connected wife of Union General William Tecumseh Sherman and the foster daughter of influential politician Thomas Ewing.
  • D. Margaret Hazard
    Margaret Hazard was the wife of influential American economist Irving Fisher and a member of the prominent Hazard family of Rhode Island industrialists and philanthropists.
  • E. Margaret Crocker
    Margaret Crocker was a 19th-century Sacramento philanthropist best known for donating her late husband's extensive art collection and endowing what became the Crocker Art Museum.
  • 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 Sherman
Triple: [Daniel Burnham, spouse, Margaret Sherman]
Generated description
Margaret Sherman was the wife of prominent American architect and urban planner Daniel Burnham, known for her role within Chicago’s elite social circles during the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Sherman
Target entity description: Margaret Sherman was the wife of prominent American architect and urban planner Daniel Burnham, known for her role within Chicago’s elite social circles during the late 19th and early 20th centuries.
  • A. Margaret Fink
    Margaret Fink is an Australian film producer best known for her work on influential Australian New Wave films, including the acclaimed adaptation of "My Brilliant Career."
  • B. Marjorie Hearn
    Marjorie Hearn was the longtime wife and partner of legendary Los Angeles Lakers broadcaster Chick Hearn.
  • C. Ellen Ewing Sherman
    Ellen Ewing Sherman was a 19th-century American Catholic socialite and philanthropist, best known as the politically connected wife of Union General William Tecumseh Sherman and the foster daughter of influential politician Thomas Ewing.
  • D. Margaret Hazard
    Margaret Hazard was the wife of influential American economist Irving Fisher and a member of the prominent Hazard family of Rhode Island industrialists and philanthropists.
  • E. Margaret Crocker
    Margaret Crocker was a 19th-century Sacramento philanthropist best known for donating her late husband's extensive art collection and endowing what became the Crocker Art Museum.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada54b0e688190b691771f17f4c721 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee04d0b0c81908876ff0d675b93ae completed March 21, 2026, 6:15 p.m.
NEDg Description generation batch_69bee5e7ea488190a6997dfad707f660 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 8, 2026, 3:04 p.m.