Triple

T16250588
Position Surface form Disambiguated ID Type / Status
Subject Black Rob E394492 entity
Predicate notableWork P4 FINISHED
Object Whoa!
"Whoa!" is a 2000 hip-hop single by rapper Black Rob, best known for its hard-hitting production and storytelling lyrics that became his signature hit.
 E452146 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: Whoa! | Statement: [Black Rob, notableWork, Whoa!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whoa!
Context triple: [Black Rob, notableWork, Whoa!]
  • A. Whoa
    "Whoa" is a song released as a single from the work titled "The Naked Truth."
  • B. Whoa
    "Whoa" is a soulful R&B single by Swedish singer Snoh Aalegra, known for its lush production and emotive vocals that helped elevate her international profile.
  • C. Woohoo
    "Woohoo" is an energetic, genre-blending pop track by Christina Aguilera featuring Nicki Minaj, known for its playful lyrics and bold, futuristic production.
  • D. Woah
    "Woah" is a popular hip-hop single by American rapper Lil Baby known for its catchy hook and viral dance.
  • E. WOAH
    WOAH is the acronym for the World Organisation for Animal Health, an intergovernmental body that sets international standards for animal health and welfare.
  • 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: Whoa!
Triple: [Black Rob, notableWork, Whoa!]
Generated description
"Whoa!" is a 2000 hip-hop single by rapper Black Rob, best known for its hard-hitting production and storytelling lyrics that became his signature hit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whoa!
Target entity description: "Whoa!" is a 2000 hip-hop single by rapper Black Rob, best known for its hard-hitting production and storytelling lyrics that became his signature hit.
  • A. Whoa chosen
    "Whoa" is a song released as a single from the work titled "The Naked Truth."
  • B. Whoa
    "Whoa" is a soulful R&B single by Swedish singer Snoh Aalegra, known for its lush production and emotive vocals that helped elevate her international profile.
  • C. Woohoo
    "Woohoo" is an energetic, genre-blending pop track by Christina Aguilera featuring Nicki Minaj, known for its playful lyrics and bold, futuristic production.
  • D. Woah
    "Woah" is a popular hip-hop single by American rapper Lil Baby known for its catchy hook and viral dance.
  • E. WOAH
    WOAH is the acronym for the World Organisation for Animal Health, an intergovernmental body that sets international standards for animal health and welfare.
  • F. None of above.

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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2459606f88190a53905186f7f73be completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ee568a48190835ce76f84461044 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a0011995ff481908bbca9f9cfb41bf0 completed May 10, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0012669ff48190884367b92962a6d4 completed May 10, 2026, 5:06 a.m.
Created at: April 10, 2026, 5:04 a.m.