Triple

T5918933
Position Surface form Disambiguated ID Type / Status
Subject Maggie Daley E131652 entity
Predicate birthName P65 FINISHED
Object Margaret Ann Corbett
Margaret Ann Corbett, better known as Maggie Daley, was the longtime First Lady of Chicago and a prominent advocate for arts, education, and youth programs in the city.
E560660 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 Ann Corbett | Statement: [Maggie Daley, birthName, Margaret Ann Corbett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Ann Corbett
Context triple: [Maggie Daley, birthName, Margaret Ann Corbett]
  • A. Margaret Ann Thomas
    Margaret Ann Thomas was the first wife of American musician and bandleader Ike Turner, known for her early role in his personal life before his rise to fame.
  • B. Margaret Ellen
    Margaret Ellen is the birth name of Peggy Noonan, the American author, columnist, and former speechwriter for President Ronald Reagan.
  • C. Maria Bicknell
    Maria Bicknell was the wife of English Romantic landscape painter John Constable and a member of a well-connected Suffolk family in early 19th-century England.
  • D. Mary Anne Creed
    Mary Anne Creed is a supporting character in the Rocky and Creed film series, known as the strong, caring widow of Apollo Creed and adoptive mother of Adonis Creed.
  • E. Mary MacLaren
    Mary MacLaren was an American silent film actress known for her expressive performances in early 20th-century cinema.
  • 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 Ann Corbett
Triple: [Maggie Daley, birthName, Margaret Ann Corbett]
Generated description
Margaret Ann Corbett, better known as Maggie Daley, was the longtime First Lady of Chicago and a prominent advocate for arts, education, and youth programs in the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Ann Corbett
Target entity description: Margaret Ann Corbett, better known as Maggie Daley, was the longtime First Lady of Chicago and a prominent advocate for arts, education, and youth programs in the city.
  • A. Margaret Ann Thomas
    Margaret Ann Thomas was the first wife of American musician and bandleader Ike Turner, known for her early role in his personal life before his rise to fame.
  • B. Margaret Ellen
    Margaret Ellen is the birth name of Peggy Noonan, the American author, columnist, and former speechwriter for President Ronald Reagan.
  • C. Maria Bicknell
    Maria Bicknell was the wife of English Romantic landscape painter John Constable and a member of a well-connected Suffolk family in early 19th-century England.
  • D. Mary Anne Creed
    Mary Anne Creed is a supporting character in the Rocky and Creed film series, known as the strong, caring widow of Apollo Creed and adoptive mother of Adonis Creed.
  • E. Mary MacLaren
    Mary MacLaren was an American silent film actress known for her expressive performances in early 20th-century cinema.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038003c408190b2a89df0b759dcbf completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10811e00881908ca0788b9126a1ff completed March 23, 2026, 9:29 a.m.
NEDg Description generation batch_69c10987f5588190ac9305b84d8916a7 completed March 23, 2026, 9:36 a.m.
NED2 Entity disambiguation (via description) batch_69c10afbee8081909cf516ae7cda7ccf completed March 23, 2026, 9:42 a.m.
Created at: March 22, 2026, 4 p.m.