Triple

T1165973
Position Surface form Disambiguated ID Type / Status
Subject Lori Lightfoot E24799 entity
Predicate succeededBy P78 FINISHED
Object Brandon Johnson
Brandon Johnson is the 57th mayor of Chicago, a former Cook County commissioner and progressive Democrat known for his focus on education, public safety reform, and economic equity.
E164691 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: Brandon Johnson | Statement: [Lori Lightfoot, succeededBy, Brandon Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brandon Johnson
Context triple: [Lori Lightfoot, succeededBy, Brandon Johnson]
  • A. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • B. Miles Hendon
    Miles Hendon is a loyal and chivalrous English gentleman who befriends and protects the young Prince Edward in Mark Twain’s classic tale "The Prince and the Pauper."
  • C. Ezekiel Jones
    Ezekiel Jones is a charming, tech-savvy master thief and one of the main Librarians in the fantasy adventure TV series "The Librarians."
  • D. Dustin Henderson
    Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
  • E. Keith Robinson
    Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
  • 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: Brandon Johnson
Triple: [Lori Lightfoot, succeededBy, Brandon Johnson]
Generated description
Brandon Johnson is the 57th mayor of Chicago, a former Cook County commissioner and progressive Democrat known for his focus on education, public safety reform, and economic equity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brandon Johnson
Target entity description: Brandon Johnson is the 57th mayor of Chicago, a former Cook County commissioner and progressive Democrat known for his focus on education, public safety reform, and economic equity.
  • A. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • B. Miles Hendon
    Miles Hendon is a loyal and chivalrous English gentleman who befriends and protects the young Prince Edward in Mark Twain’s classic tale "The Prince and the Pauper."
  • C. Ezekiel Jones
    Ezekiel Jones is a charming, tech-savvy master thief and one of the main Librarians in the fantasy adventure TV series "The Librarians."
  • D. Dustin Henderson
    Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
  • E. Keith Robinson
    Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
  • 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_69ad08a02ba081908e0036a9d8bfc9f2 completed March 8, 2026, 5:26 a.m.
NEDg Description generation batch_69ad0969c1208190bb3ab40d666fea7a completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad09f863a48190aab813d765e15e13 completed March 8, 2026, 5:32 a.m.
Created at: March 1, 2026, 7:45 p.m.