Triple

T5666951
Position Surface form Disambiguated ID Type / Status
Subject Freshlyground E124878 entity
Predicate notableSong P4 FINISHED
Object Doo Be Doo
"Doo Be Doo" is a popular, upbeat pop song by South African band Freshlyground, known for its catchy melody and optimistic, socially conscious lyrics.
E538847 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: Doo Be Doo | Statement: [Freshlyground, notableSong, Doo Be Doo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doo Be Doo
Context triple: [Freshlyground, notableSong, Doo Be Doo]
  • A. Doo Wop (That Thing)
    "Doo Wop (That Thing)" is Lauryn Hill’s Grammy-winning 1998 debut solo single that blends hip hop, soul, and doo-wop influences while delivering sharp social commentary on relationships and self-respect.
  • B. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. Maybellene
    Maybellene is a pioneering 1955 rock and roll song by Chuck Berry that helped define the genre with its driving rhythm and guitar work.
  • D. Groovin' High
    "Groovin' High" is a landmark bebop jazz composition and recording that helped define Dizzy Gillespie's innovative style and the bebop movement of the 1940s.
  • E. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • 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: Doo Be Doo
Triple: [Freshlyground, notableSong, Doo Be Doo]
Generated description
"Doo Be Doo" is a popular, upbeat pop song by South African band Freshlyground, known for its catchy melody and optimistic, socially conscious lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doo Be Doo
Target entity description: "Doo Be Doo" is a popular, upbeat pop song by South African band Freshlyground, known for its catchy melody and optimistic, socially conscious lyrics.
  • A. Doo Wop (That Thing)
    "Doo Wop (That Thing)" is Lauryn Hill’s Grammy-winning 1998 debut solo single that blends hip hop, soul, and doo-wop influences while delivering sharp social commentary on relationships and self-respect.
  • B. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. Maybellene
    Maybellene is a pioneering 1955 rock and roll song by Chuck Berry that helped define the genre with its driving rhythm and guitar work.
  • D. Groovin' High
    "Groovin' High" is a landmark bebop jazz composition and recording that helped define Dizzy Gillespie's innovative style and the bebop movement of the 1940s.
  • E. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02345004081908858867be48d3885 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dad0af4819088280f2d97173e9e completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c056a981f881908663c315fe2db829 completed March 22, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69c0573ca734819098de3376ff93c309 completed March 22, 2026, 8:55 p.m.
Created at: March 22, 2026, 3:43 p.m.