Triple

T17397236
Position Surface form Disambiguated ID Type / Status
Subject Lost Change E422984 entity
Predicate hasTrack P3284 FINISHED
Object Sumthin' Special
"Sumthin' Special" is a track from will.i.am’s early solo work, featured on his album *Lost Change*, blending hip hop with experimental, soulful production.
E1266772 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: Sumthin' Special | Statement: [Lost Change, hasTrack, Sumthin' Special]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sumthin' Special
Context triple: [Lost Change, hasTrack, Sumthin' Special]
  • A. Somethin' Special
    "Somethin' Special" is a song by American rapper Coco Jones, known for its smooth R&B style and emotive vocals.
  • B. So Special
    "So Special" is a popular dancehall track by Jamaican artist Mavado that helped solidify his international recognition in the late 2000s.
  • C. There’s Something Special
    "There’s Something Special" is a Pharrell Williams song featured on the Despicable Me 3 soundtrack, blending upbeat pop and soulful elements in a family-friendly, inspirational style.
  • D. Something Special
    Something Special is a British children's television series on CBeebies that uses Makaton sign language to help young viewers, including those with learning and communication difficulties, develop their communication skills.
  • E. In a Special Way
    "In a Special Way" is a 1983 R&B/soul album by DeBarge known for its smooth production, romantic themes, and influence on quiet storm and contemporary R&B.
  • 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: Sumthin' Special
Triple: [Lost Change, hasTrack, Sumthin' Special]
Generated description
"Sumthin' Special" is a track from will.i.am’s early solo work, featured on his album *Lost Change*, blending hip hop with experimental, soulful production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sumthin' Special
Target entity description: "Sumthin' Special" is a track from will.i.am’s early solo work, featured on his album *Lost Change*, blending hip hop with experimental, soulful production.
  • A. Somethin' Special
    "Somethin' Special" is a song by American rapper Coco Jones, known for its smooth R&B style and emotive vocals.
  • B. So Special
    "So Special" is a popular dancehall track by Jamaican artist Mavado that helped solidify his international recognition in the late 2000s.
  • C. There’s Something Special
    "There’s Something Special" is a Pharrell Williams song featured on the Despicable Me 3 soundtrack, blending upbeat pop and soulful elements in a family-friendly, inspirational style.
  • D. Something Special
    Something Special is a British children's television series on CBeebies that uses Makaton sign language to help young viewers, including those with learning and communication difficulties, develop their communication skills.
  • E. In a Special Way
    "In a Special Way" is a 1983 R&B/soul album by DeBarge known for its smooth production, romantic themes, and influence on quiet storm and contemporary R&B.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43abe6f708190944aad636e1eb9a1 completed April 19, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a00100c48190930c8bf9b6917aa5 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a176d2488190951bbe07233a37e4 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a58b12088190828078c69c4fff4b completed May 11, 2026, 9:46 a.m.
Created at: April 10, 2026, 5:45 a.m.