Triple

T13996023
Position Surface form Disambiguated ID Type / Status
Subject S Club 8 E336697 entity
Predicate notableWork P4 FINISHED
Object “New Direction”
“New Direction” is a pop song by British junior pop group S Club 8, released during the early 2000s teen pop era.
 E1074220 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: “New Direction” | Statement: [S Club 8, notableWork, “New Direction”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “New Direction”
Context triple: [S Club 8, notableWork, “New Direction”]
  • A. New Direction
    "New Direction" is an album by the British band Freak Power that blends acid jazz, funk, and soul influences.
  • B. New Directions
    New Directions is an American publishing company renowned for championing innovative and avant-garde literature, including major works of modernist and postwar writers.
  • C. New Directions
    New Directions is the central show choir group from the television series "Glee," known for its diverse members and dynamic musical performances.
  • D. "A New Direction"
    "A New Direction" was the central campaign slogan used by Jeanne Shaheen in her 2008 U.S. Senate race, emphasizing change and a shift in political priorities.
  • E. New Edition
    New Edition is an American R&B/pop boy band formed in the late 1970s that helped pioneer the modern boy band sound with hits throughout the 1980s.
  • 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: “New Direction”
Triple: [S Club 8, notableWork, “New Direction”]
Generated description
“New Direction” is a pop song by British junior pop group S Club 8, released during the early 2000s teen pop era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “New Direction”
Target entity description: “New Direction” is a pop song by British junior pop group S Club 8, released during the early 2000s teen pop era.
  • A. New Direction
    "New Direction" is an album by the British band Freak Power that blends acid jazz, funk, and soul influences.
  • B. New Directions
    New Directions is an American publishing company renowned for championing innovative and avant-garde literature, including major works of modernist and postwar writers.
  • C. New Directions
    New Directions is the central show choir group from the television series "Glee," known for its diverse members and dynamic musical performances.
  • D. "A New Direction"
    "A New Direction" was the central campaign slogan used by Jeanne Shaheen in her 2008 U.S. Senate race, emphasizing change and a shift in political priorities.
  • E. New Edition
    New Edition is an American R&B/pop boy band formed in the late 1970s that helped pioneer the modern boy band sound with hits throughout the 1980s.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb53f508190855cd69b8061dd77 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9d4a54819091c7efbeb4dcc5f7 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbadc6cb2c8190bdf66ad1fa6dd392 completed May 6, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69fbb01071408190a85e5e9be0150593 completed May 6, 2026, 9:18 p.m.
Created at: April 9, 2026, 10:19 p.m.