Triple

T14622802
Position Surface form Disambiguated ID Type / Status
Subject Loser E343264 entity
Predicate writer P1360 FINISHED
Object Brad Arnold
Brad Arnold is an American musician best known as the lead vocalist and primary songwriter for the rock band 3 Doors Down.
 E343268 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: Brad Arnold | Statement: [Loser, writer, Brad Arnold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brad Arnold
Context triple: [Loser, writer, Brad Arnold]
  • A. Brad Arnold
    Brad Arnold is an American musician best known as the lead vocalist and a founding member of the rock band 3 Doors Down.
  • B. Ken Arnold
    Ken Arnold is an American aviator whose 1947 report of seeing unidentified flying objects near Mount Rainier helped popularize the term "flying saucer" and sparked modern UFO interest.
  • C. 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?"
  • D. Rob Bowman
    Rob Bowman is an American film and television director known for his work on genre projects such as The X-Files and various action and science fiction films.
  • E. Phil Brent
    Phil Brent is a fictional character from the soap opera "All My Children," known for his complex family relationships and dramatic storylines.
  • 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: Brad Arnold
Triple: [Loser, writer, Brad Arnold]
Generated description
Brad Arnold is an American musician best known as the lead vocalist and primary songwriter for the rock band 3 Doors Down.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brad Arnold
Target entity description: Brad Arnold is an American musician best known as the lead vocalist and primary songwriter for the rock band 3 Doors Down.
  • A. Brad Arnold chosen
    Brad Arnold is an American musician best known as the lead vocalist and a founding member of the rock band 3 Doors Down.
  • B. Ken Arnold
    Ken Arnold is an American aviator whose 1947 report of seeing unidentified flying objects near Mount Rainier helped popularize the term "flying saucer" and sparked modern UFO interest.
  • C. 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?"
  • D. Rob Bowman
    Rob Bowman is an American film and television director known for his work on genre projects such as The X-Files and various action and science fiction films.
  • E. Phil Brent
    Phil Brent is a fictional character from the soap opera "All My Children," known for his complex family relationships and dramatic storylines.
  • F. None of above.

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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb468acc4819083b7e818d5cec809 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde16e85488190b0dcc2ccd2f5df4d completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde2778094819096115d00019c15ec completed May 8, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_69fde2d0445881908b17fc24369ee90f completed May 8, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:25 a.m.