Triple

T1165944
Position Surface form Disambiguated ID Type / Status
Subject Lori Lightfoot E24799 entity
Predicate name P16 FINISHED
Object Lori Elaine Lightfoot
Lori Elaine Lightfoot is an American attorney and politician who served as the 56th mayor of Chicago and the city’s first Black woman and openly gay person to hold the office.
 E134357 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: Lori Elaine Lightfoot | Statement: [Lori Lightfoot, name, Lori Elaine Lightfoot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lori Elaine Lightfoot
Context triple: [Lori Lightfoot, name, Lori Elaine Lightfoot]
  • A. Angela James
    Angela James is a pioneering Canadian ice hockey player widely regarded as one of the greatest women’s players of all time and a trailblazer for the women’s game.
  • B. Alec Shorter
    Alec Shorter is an individual notable enough to be recognized as a distinguished bearer of the surname Shorter.
  • C. Elissa Leonard
    Elissa Leonard is an American filmmaker and producer known for her work in documentary and independent film, as well as for being married to Federal Reserve Chair Jerome H. Powell.
  • D. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • E. Gloria Matthews
    Gloria Matthews is a central character in Terry McMillan’s novel and its film adaptation "Waiting to Exhale," portrayed as a single mother navigating love, self-worth, and friendship.
  • 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: Lori Elaine Lightfoot
Triple: [Lori Lightfoot, name, Lori Elaine Lightfoot]
Generated description
Lori Elaine Lightfoot is an American attorney and politician who served as the 56th mayor of Chicago and the city’s first Black woman and openly gay person to hold the office.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lori Elaine Lightfoot
Target entity description: Lori Elaine Lightfoot is an American attorney and politician who served as the 56th mayor of Chicago and the city’s first Black woman and openly gay person to hold the office.
  • A. Angela James
    Angela James is a pioneering Canadian ice hockey player widely regarded as one of the greatest women’s players of all time and a trailblazer for the women’s game.
  • B. Alec Shorter
    Alec Shorter is an individual notable enough to be recognized as a distinguished bearer of the surname Shorter.
  • C. Elissa Leonard
    Elissa Leonard is an American filmmaker and producer known for her work in documentary and independent film, as well as for being married to Federal Reserve Chair Jerome H. Powell.
  • D. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • E. Gloria Matthews
    Gloria Matthews is a central character in Terry McMillan’s novel and its film adaptation "Waiting to Exhale," portrayed as a single mother navigating love, self-worth, and friendship.
  • 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_69a494082a7c819095004f423f294a64 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bccc62a88190882d8801908015a4 completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac668290008190a5e175c0a2e5feb0 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac6aaa84fc81908130543b14938e41 completed March 7, 2026, 6:12 p.m.
NED2 Entity disambiguation (via description) batch_69ac6b24987c819080e00b49df8f6edb completed March 7, 2026, 6:15 p.m.
Created at: March 1, 2026, 7:45 p.m.