Triple

T15163972
Position Surface form Disambiguated ID Type / Status
Subject Bright Flight E362286 entity
Predicate producer P490 FINISHED
Object Mark Nevers
Mark Nevers is an American record producer and engineer best known for his work in the alt-country and indie scenes, particularly with artists like Lambchop and Bonnie "Prince" Billy.
 E1140606 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: Mark Nevers | Statement: [Bright Flight, producer, Mark Nevers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Nevers
Context triple: [Bright Flight, producer, Mark Nevers]
  • A. Mark Suter
    Mark Suter is a percussionist known for his work in contemporary and world music, including performances with the Silk Road Ensemble.
  • B. Don Brautigam
    Don Brautigam was an American illustrator best known for his striking, realistic cover art for horror and thriller novels, including works by Stephen King.
  • C. Grant Bardsley
    Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
  • D. Kyle T. Heffner
    Kyle T. Heffner is an American character actor known for supporting roles in films and television since the 1980s.
  • E. Collin Wilcox
    Collin Wilcox was an American actress best known for her role as Mayella Ewell in the classic film adaptation of "To Kill a Mockingbird."
  • 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: Mark Nevers
Triple: [Bright Flight, producer, Mark Nevers]
Generated description
Mark Nevers is an American record producer and engineer best known for his work in the alt-country and indie scenes, particularly with artists like Lambchop and Bonnie "Prince" Billy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Nevers
Target entity description: Mark Nevers is an American record producer and engineer best known for his work in the alt-country and indie scenes, particularly with artists like Lambchop and Bonnie "Prince" Billy.
  • A. Mark Suter
    Mark Suter is a percussionist known for his work in contemporary and world music, including performances with the Silk Road Ensemble.
  • B. Don Brautigam
    Don Brautigam was an American illustrator best known for his striking, realistic cover art for horror and thriller novels, including works by Stephen King.
  • C. Grant Bardsley
    Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
  • D. Kyle T. Heffner
    Kyle T. Heffner is an American character actor known for supporting roles in films and television since the 1980s.
  • E. Collin Wilcox
    Collin Wilcox was an American actress best known for her role as Mayella Ewell in the classic film adaptation of "To Kill a Mockingbird."
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064b21ac81908b793bdbd741bcd8 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffdf65c8190bf629dfc32b97caa completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec08c37dc8190a59289e4ee76beab completed May 9, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fec10cd2d48190ba96885ca604a853 completed May 9, 2026, 5:07 a.m.
Created at: April 10, 2026, 3:08 a.m.