Triple

T12764054
Position Surface form Disambiguated ID Type / Status
Subject Emergency Manager of Flint E305072 entity
Predicate hasOccupant P2911 FINISHED
Object Ed Kurtz
Ed Kurtz is an American public administrator who served as an emergency manager in Flint, Michigan during the city's state-appointed financial oversight period.
 E1003260 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: Ed Kurtz | Statement: [Emergency Manager of Flint, hasOccupant, Ed Kurtz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Kurtz
Context triple: [Emergency Manager of Flint, hasOccupant, Ed Kurtz]
  • A. Jay Gorney
    Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
  • B. Nick Meyer
    Nick Meyer is a film executive and producer known for his work on major studio projects, including the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
  • C. Christopher Crawford
    Christopher Crawford was the adopted son of Hollywood actress Joan Crawford, later known for his estranged relationship with her and his involvement in the controversies surrounding her legacy.
  • D. Paul Q. Kolderie
    Paul Q. Kolderie is an American record producer and engineer known for his work with influential alternative rock bands, including co-producing Radiohead’s debut album "Pablo Honey."
  • E. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • 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: Ed Kurtz
Triple: [Emergency Manager of Flint, hasOccupant, Ed Kurtz]
Generated description
Ed Kurtz is an American public administrator who served as an emergency manager in Flint, Michigan during the city's state-appointed financial oversight period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Kurtz
Target entity description: Ed Kurtz is an American public administrator who served as an emergency manager in Flint, Michigan during the city's state-appointed financial oversight period.
  • A. Jay Gorney
    Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
  • B. Nick Meyer
    Nick Meyer is a film executive and producer known for his work on major studio projects, including the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
  • C. Christopher Crawford
    Christopher Crawford was the adopted son of Hollywood actress Joan Crawford, later known for his estranged relationship with her and his involvement in the controversies surrounding her legacy.
  • D. Paul Q. Kolderie
    Paul Q. Kolderie is an American record producer and engineer known for his work with influential alternative rock bands, including co-producing Radiohead’s debut album "Pablo Honey."
  • E. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8f9f588190bffdea878856204b completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684f298f881908ad77f2d0ab588a8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dc63f48190bb68f9859e99e3b4 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f68a92226881909600555332c2c370 completed May 2, 2026, 11:36 p.m.
Created at: April 9, 2026, 5:28 p.m.