Triple

T2348516
Position Surface form Disambiguated ID Type / Status
Subject Luke Bryan E45188 entity
Predicate notableWork P4 FINISHED
Object All My Friends Say
"All My Friends Say" is a breakout country single by Luke Bryan that helped launch his mainstream music career.
 E259040 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: All My Friends Say | Statement: [Luke Bryan, notableWork, All My Friends Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All My Friends Say
Context triple: [Luke Bryan, notableWork, All My Friends Say]
  • A. Friend of Mine
    "Friend of Mine" is a track by The Notorious B.I.G. from his landmark 1994 debut hip-hop album *Ready to Die*.
  • B. I Miss My Friend
    "I Miss My Friend" is a song featured on the album "Evolver."
  • C. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • D. Don’t Tell Our Friends About Me
    "Don’t Tell Our Friends About Me" is a song featured on the album *Heigh Ho* by American singer-songwriter Blake Mills.
  • E. Stories I Only Tell My Friends
    Stories I Only Tell My Friends is a memoir by actor Rob Lowe that recounts his experiences in Hollywood, from his early fame in the 1980s to his later career and personal growth.
  • 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: All My Friends Say
Triple: [Luke Bryan, notableWork, All My Friends Say]
Generated description
"All My Friends Say" is a breakout country single by Luke Bryan that helped launch his mainstream music career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All My Friends Say
Target entity description: "All My Friends Say" is a breakout country single by Luke Bryan that helped launch his mainstream music career.
  • A. Friend of Mine
    "Friend of Mine" is a track by The Notorious B.I.G. from his landmark 1994 debut hip-hop album *Ready to Die*.
  • B. I Miss My Friend
    "I Miss My Friend" is a song featured on the album "Evolver."
  • C. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • D. Don’t Tell Our Friends About Me
    "Don’t Tell Our Friends About Me" is a song featured on the album *Heigh Ho* by American singer-songwriter Blake Mills.
  • E. Stories I Only Tell My Friends
    Stories I Only Tell My Friends is a memoir by actor Rob Lowe that recounts his experiences in Hollywood, from his early fame in the 1980s to his later career and personal growth.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6cae18881908c2f5bc7ffd8c8c1 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962cb7988190bb2bb23191acf6ae completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:52 p.m.