Triple

T7028115
Position Surface form Disambiguated ID Type / Status
Subject Maren Morris E163199 entity
Predicate associatedAct P37 FINISHED
Object Ryan Hurd
Ryan Hurd is an American country singer-songwriter known for both his solo work and his songwriting for other prominent country artists, as well as his collaborations with Maren Morris.
 E638610 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: Ryan Hurd | Statement: [Maren Morris, associatedAct, Ryan Hurd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ryan Hurd
Context triple: [Maren Morris, associatedAct, Ryan Hurd]
  • A. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • B. Sam W. Hunt
    Sam W. Hunt is an American politician who served as a member of the Washington State Legislature.
  • C. Sam Hunt
    Sam Hunt is an American country music singer and songwriter known for blending country with pop and R&B influences on hits like "Body Like a Back Road."
  • D. Jimmie Allen
    Jimmie Allen is an American country music singer and songwriter known for hits like "Best Shot" and for breaking through as one of the few prominent Black artists in modern country music.
  • E. Luke Combs
    Luke Combs is an American country music singer-songwriter known for his powerful vocals and chart-topping hits that have made him one of the genre’s leading contemporary stars.
  • 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: Ryan Hurd
Triple: [Maren Morris, associatedAct, Ryan Hurd]
Generated description
Ryan Hurd is an American country singer-songwriter known for both his solo work and his songwriting for other prominent country artists, as well as his collaborations with Maren Morris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ryan Hurd
Target entity description: Ryan Hurd is an American country singer-songwriter known for both his solo work and his songwriting for other prominent country artists, as well as his collaborations with Maren Morris.
  • A. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • B. Sam W. Hunt
    Sam W. Hunt is an American politician who served as a member of the Washington State Legislature.
  • C. Sam Hunt
    Sam Hunt is an American country music singer and songwriter known for blending country with pop and R&B influences on hits like "Body Like a Back Road."
  • D. Jimmie Allen
    Jimmie Allen is an American country music singer and songwriter known for hits like "Best Shot" and for breaking through as one of the few prominent Black artists in modern country music.
  • E. Luke Combs
    Luke Combs is an American country music singer-songwriter known for his powerful vocals and chart-topping hits that have made him one of the genre’s leading contemporary stars.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1fee32081908eff988b18daa6d0 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7885d83d4819099cc334dd2841f3b completed March 28, 2026, 7:50 a.m.
NEDg Description generation batch_69c789c962b081909cff8b58c87f224e completed March 28, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69c78a9675b4819087836dfc438df9f0 completed March 28, 2026, 8 a.m.
Created at: March 27, 2026, 2:35 p.m.