Triple

T1158947
Position Surface form Disambiguated ID Type / Status
Subject Richard M. Daley E24450 entity
Predicate spouse P13 FINISHED
Object Maggie Daley
Maggie Daley was an American educator and philanthropist best known as the longtime First Lady of Chicago and founder of the After School Matters youth program.
E131652 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: Maggie Daley | Statement: [Richard M. Daley, spouse, Maggie Daley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maggie Daley
Context triple: [Richard M. Daley, spouse, Maggie Daley]
  • A. Cathy Ferguson
    Cathy Ferguson is the wife of legendary Scottish football manager Sir Alex Ferguson and is known for her long-standing support throughout his career.
  • B. Bridget Moynahan
    Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
  • C. April H. Foley
    April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
  • D. Grace Hayes
    Grace Hayes was an American vaudeville and film actress and singer active in the early to mid-20th century.
  • E. Janel Moloney
    Janel Moloney is an American actress best known for her role as Donna Moss on the political drama television series "The West Wing."
  • 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: Maggie Daley
Triple: [Richard M. Daley, spouse, Maggie Daley]
Generated description
Maggie Daley was an American educator and philanthropist best known as the longtime First Lady of Chicago and founder of the After School Matters youth program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maggie Daley
Target entity description: Maggie Daley was an American educator and philanthropist best known as the longtime First Lady of Chicago and founder of the After School Matters youth program.
  • A. Cathy Ferguson
    Cathy Ferguson is the wife of legendary Scottish football manager Sir Alex Ferguson and is known for her long-standing support throughout his career.
  • B. Bridget Moynahan
    Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
  • C. April H. Foley
    April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
  • D. Grace Hayes
    Grace Hayes was an American vaudeville and film actress and singer active in the early to mid-20th century.
  • E. Janel Moloney
    Janel Moloney is an American actress best known for her role as Donna Moss on the political drama television series "The West Wing."
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bcad47a08190895769611798f67f completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5ebbf80881909010e1e1e59212d4 completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac5f77286c81908267706202ab032f completed March 7, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fe000bc81909c1131b8c1f1db6b completed March 7, 2026, 5:26 p.m.
Created at: March 1, 2026, 7:45 p.m.