Triple

T19830057
Position Surface form Disambiguated ID Type / Status
Subject Universal South Records E476433 entity
Predicate signedArtist P16560 FINISHED
Object Randy Houser
Randy Houser is an American country music singer and songwriter known for his powerful vocals and hits like "Boots On" and "How Country Feels."
 E1499102 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: Randy Houser | Statement: [Universal South Records, signedArtist, Randy Houser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randy Houser
Context triple: [Universal South Records, signedArtist, Randy Houser]
  • A. 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.
  • B. Jerry Houser
    Jerry Houser is an American actor best known for his roles in 1970s and 1980s film and television comedies, including "Summer of '42" and "Slap Shot."
  • C. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • D. Chase Rice
    Chase Rice is an American country music singer-songwriter known for his solo hits and for co-writing the chart-topping Florida Georgia Line song "Cruise."
  • E. Lee Brice
    Lee Brice is an American country music singer-songwriter known for hits like "Love Like Crazy" and "I Don't Dance."
  • 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: Randy Houser
Triple: [Universal South Records, signedArtist, Randy Houser]
Generated description
Randy Houser is an American country music singer and songwriter known for his powerful vocals and hits like "Boots On" and "How Country Feels."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randy Houser
Target entity description: Randy Houser is an American country music singer and songwriter known for his powerful vocals and hits like "Boots On" and "How Country Feels."
  • A. 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.
  • B. Jerry Houser
    Jerry Houser is an American actor best known for his roles in 1970s and 1980s film and television comedies, including "Summer of '42" and "Slap Shot."
  • C. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • D. Chase Rice
    Chase Rice is an American country music singer-songwriter known for his solo hits and for co-writing the chart-topping Florida Georgia Line song "Cruise."
  • E. Lee Brice
    Lee Brice is an American country music singer-songwriter known for hits like "Love Like Crazy" and "I Don't Dance."
  • 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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e656cd9b94819081a541bb6c5c2942 completed April 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2eb484e88190948c25fd209af394 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2fd17bd48190a6ba7a80b244cdd7 completed May 17, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3047eb04819082e2b9f4e62b4b0b completed May 17, 2026, 9:16 p.m.
Created at: April 10, 2026, 1:50 p.m.