Triple

T8424916
Position Surface form Disambiguated ID Type / Status
Subject Les Nubians E198956 entity
Predicate publicationDate P25 FINISHED
Object One Step Forward, 2003
"One Step Forward" is a 2003 album by the French Afro-soul duo Les Nubians, blending neo-soul, R&B, and African influences.
E733209 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: One Step Forward, 2003 | Statement: [Les Nubians, publicationDate, One Step Forward, 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: One Step Forward, 2003
Context triple: [Les Nubians, publicationDate, One Step Forward, 2003]
  • A. One Step Forward, Two Steps Back
    One Step Forward, Two Steps Back is a 1904 political pamphlet by Vladimir Lenin that analyzes internal conflicts within the Russian Social Democratic Labour Party and defends his conception of a disciplined revolutionary party.
  • B. One Step at a Time
    "One Step at a Time" is a midtempo pop-R&B song by American singer Jordin Sparks that encourages patience and perseverance in pursuing one’s dreams.
  • C. "Put One Foot in Front of the Other"
    "Put One Foot in Front of the Other" is a cheerful, motivational song from the classic Rankin/Bass stop-motion Christmas special "Santa Claus Is Comin' to Town," known for its catchy tune about gradual self-improvement and change.
  • D. Forward From Here
    Forward From Here is a reflective memoir by Reeve Lindbergh that explores her family legacy, personal aging, and life after the fame and tragedy surrounding her parents, Charles and Anne Morrow Lindbergh.
  • E. One Step Ahead
    "One Step Ahead" is a soulful 1965 song by Aretha Franklin, celebrated for its emotive vocals and later prominence as a sampled source in hip-hop music.
  • 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: One Step Forward, 2003
Triple: [Les Nubians, publicationDate, One Step Forward, 2003]
Generated description
"One Step Forward" is a 2003 album by the French Afro-soul duo Les Nubians, blending neo-soul, R&B, and African influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: One Step Forward, 2003
Target entity description: "One Step Forward" is a 2003 album by the French Afro-soul duo Les Nubians, blending neo-soul, R&B, and African influences.
  • A. One Step Forward, Two Steps Back
    One Step Forward, Two Steps Back is a 1904 political pamphlet by Vladimir Lenin that analyzes internal conflicts within the Russian Social Democratic Labour Party and defends his conception of a disciplined revolutionary party.
  • B. One Step at a Time
    "One Step at a Time" is a midtempo pop-R&B song by American singer Jordin Sparks that encourages patience and perseverance in pursuing one’s dreams.
  • C. "Put One Foot in Front of the Other"
    "Put One Foot in Front of the Other" is a cheerful, motivational song from the classic Rankin/Bass stop-motion Christmas special "Santa Claus Is Comin' to Town," known for its catchy tune about gradual self-improvement and change.
  • D. Forward From Here
    Forward From Here is a reflective memoir by Reeve Lindbergh that explores her family legacy, personal aging, and life after the fame and tragedy surrounding her parents, Charles and Anne Morrow Lindbergh.
  • E. One Step Ahead
    "One Step Ahead" is a soulful 1965 song by Aretha Franklin, celebrated for its emotive vocals and later prominence as a sampled source in hip-hop music.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb85a0d04481908a5da908cafeceaa completed March 31, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0364f294819091ef9f39429f3fb5 completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07837648819080cd4026af55b246 completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce083cee848190b27a7dd19a16a0dc completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:07 p.m.