Triple

T8222520
Position Surface form Disambiguated ID Type / Status
Subject Bill de Blasio E192097 entity
Predicate spouse P13 FINISHED
Object Chirlane McCray
Chirlane McCray is an American writer, political figure, and mental health advocate who served as First Lady of New York City during Bill de Blasio’s mayoralty.
 E719225 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: Chirlane McCray | Statement: [Bill de Blasio, spouse, Chirlane McCray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chirlane McCray
Context triple: [Bill de Blasio, spouse, Chirlane McCray]
  • A. Nicole Malliotakis
    Nicole Malliotakis is a Republican U.S. Representative from New York known for representing Staten Island and parts of Brooklyn in Congress.
  • B. Letitia James
    Letitia James is an American lawyer and politician who serves as New York’s attorney general and is known for pursuing high-profile civil and corporate accountability cases.
  • C. Sheila Johnson
    Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
  • D. Ellen Dolan
    Ellen Dolan is a central supporting character in the 2008 film "The Spirit," portrayed as the strong-willed daughter of the city's police commissioner and a key figure in the hero's personal life.
  • E. Anna Eshoo
    Anna Eshoo is an American politician who has served as a Democratic member of the U.S. House of Representatives from California since 1993.
  • 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: Chirlane McCray
Triple: [Bill de Blasio, spouse, Chirlane McCray]
Generated description
Chirlane McCray is an American writer, political figure, and mental health advocate who served as First Lady of New York City during Bill de Blasio’s mayoralty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chirlane McCray
Target entity description: Chirlane McCray is an American writer, political figure, and mental health advocate who served as First Lady of New York City during Bill de Blasio’s mayoralty.
  • A. Nicole Malliotakis
    Nicole Malliotakis is a Republican U.S. Representative from New York known for representing Staten Island and parts of Brooklyn in Congress.
  • B. Letitia James
    Letitia James is an American lawyer and politician who serves as New York’s attorney general and is known for pursuing high-profile civil and corporate accountability cases.
  • C. Sheila Johnson
    Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
  • D. Ellen Dolan
    Ellen Dolan is a central supporting character in the 2008 film "The Spirit," portrayed as the strong-willed daughter of the city's police commissioner and a key figure in the hero's personal life.
  • E. Anna Eshoo
    Anna Eshoo is an American politician who has served as a Democratic member of the U.S. House of Representatives from California since 1993.
  • 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_69ca82c9a8ac81908b011c38698456e4 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb77cae2948190ae4507b75b5d5784 completed March 31, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccee09ac548190a9988ff77d43e77e completed April 1, 2026, 10:06 a.m.
NEDg Description generation batch_69ccf1bc720081908c4eabf58336318a completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05eaba1c81908510a20b1ca93821 completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:45 p.m.