Triple

T11125567
Position Surface form Disambiguated ID Type / Status
Subject Boulder to Birmingham E263126 entity
Predicate writer P1360 FINISHED
Object Bill Danoff
Bill Danoff is an American songwriter and singer best known for co-writing hits like "Take Me Home, Country Roads" and "Afternoon Delight."
E906619 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: Bill Danoff | Statement: [Boulder to Birmingham, writer, Bill Danoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Danoff
Context triple: [Boulder to Birmingham, writer, Bill Danoff]
  • A. John Clymer
    John Clymer was an American illustrator and painter best known for his detailed historical and Western-themed scenes, many of which appeared on the covers of The Saturday Evening Post.
  • B. Bill West
    Bill West was the husband of American country music singer Dottie West and was associated with her early career and personal life.
  • C. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • D. Mitchell Froom
    Mitchell Froom is an American record producer and musician known for his innovative, atmospheric work with artists such as Crowded House, Suzanne Vega, and Los Lobos.
  • E. Steve Lillywhite
    Steve Lillywhite is a renowned English record producer best known for his work with major rock and alternative bands such as U2, The Rolling Stones, and Peter Gabriel.
  • 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: Bill Danoff
Triple: [Boulder to Birmingham, writer, Bill Danoff]
Generated description
Bill Danoff is an American songwriter and singer best known for co-writing hits like "Take Me Home, Country Roads" and "Afternoon Delight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Danoff
Target entity description: Bill Danoff is an American songwriter and singer best known for co-writing hits like "Take Me Home, Country Roads" and "Afternoon Delight."
  • A. John Clymer
    John Clymer was an American illustrator and painter best known for his detailed historical and Western-themed scenes, many of which appeared on the covers of The Saturday Evening Post.
  • B. Bill West
    Bill West was the husband of American country music singer Dottie West and was associated with her early career and personal life.
  • C. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • D. Mitchell Froom
    Mitchell Froom is an American record producer and musician known for his innovative, atmospheric work with artists such as Crowded House, Suzanne Vega, and Los Lobos.
  • E. Steve Lillywhite
    Steve Lillywhite is a renowned English record producer best known for his work with major rock and alternative bands such as U2, The Rolling Stones, and Peter Gabriel.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82fc5f88190b34c55de3d50f6a7 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d89378c8190acc7afd1ecdbfbac completed April 19, 2026, 1:19 a.m.
NEDg Description generation batch_69e43749ffe881909c2bfa1210157c6d completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e43a46c7a88190bf4fef4a82d008a5 completed April 19, 2026, 2:13 a.m.
Created at: April 8, 2026, 9:28 p.m.