Triple

T12764440
Position Surface form Disambiguated ID Type / Status
Subject Mayor of Flint, Michigan E305081 entity
Predicate officeHolder P537 FINISHED
Object Dayne Walling
Dayne Walling is an American politician who served as the mayor of Flint, Michigan during the early years of the Flint water crisis.
E1009487 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: Dayne Walling | Statement: [Mayor of Flint, Michigan, officeHolder, Dayne Walling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dayne Walling
Context triple: [Mayor of Flint, Michigan, officeHolder, Dayne Walling]
  • A. Kyle Ward
    Kyle Ward is a screenwriter best known for penning the action film "Machete Kills."
  • B. CJ Wallace
    CJ Wallace is an American actor and rapper, best known as the son of The Notorious B.I.G. and Faith Evans.
  • C. Chris Dugan
    Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
  • D. Dane Simpson
    Dane Simpson is an Australian Aboriginal stand-up comedian known for his storytelling style and appearances on national comedy platforms.
  • E. Shane Fontayne
    Shane Fontayne is a British rock guitarist and session musician best known for his work with artists such as Bruce Springsteen and Lone Justice.
  • 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: Dayne Walling
Triple: [Mayor of Flint, Michigan, officeHolder, Dayne Walling]
Generated description
Dayne Walling is an American politician who served as the mayor of Flint, Michigan during the early years of the Flint water crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dayne Walling
Target entity description: Dayne Walling is an American politician who served as the mayor of Flint, Michigan during the early years of the Flint water crisis.
  • A. Kyle Ward
    Kyle Ward is a screenwriter best known for penning the action film "Machete Kills."
  • B. CJ Wallace
    CJ Wallace is an American actor and rapper, best known as the son of The Notorious B.I.G. and Faith Evans.
  • C. Chris Dugan
    Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
  • D. Dane Simpson
    Dane Simpson is an Australian Aboriginal stand-up comedian known for his storytelling style and appearances on national comedy platforms.
  • E. Shane Fontayne
    Shane Fontayne is a British rock guitarist and session musician best known for his work with artists such as Bruce Springsteen and Lone Justice.
  • 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_69f6a54061dc8190849855f035d63300 completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 9, 2026, 5:28 p.m.