Triple

T21019575
Position Surface form Disambiguated ID Type / Status
Subject Thug World Order E517770 entity
Predicate containsTrack P3284 FINISHED
Object What About Us
"What About Us" is a hip hop track by Bone Thugs-n-Harmony featured on their album *Thug World Order*.
 E1462968 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: What About Us | Statement: [Thug World Order, containsTrack, What About Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What About Us
Context triple: [Thug World Order, containsTrack, What About Us]
  • A. What About Us
    "What About Us" is a 2013 dance-pop single by British-Irish girl group The Saturdays that became one of their biggest chart successes.
  • B. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • C. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • D. What About Us
    "What About Us" is an R&B song by the American girl group Kima, Keisha & Pam, better known as Total, showcasing their smooth harmonies and late-1990s urban sound.
  • E. What About Us?
    "What About Us?" is a creative work by Nora Payne, likely a song or literary piece that showcases her artistic style and themes.
  • 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: What About Us
Triple: [Thug World Order, containsTrack, What About Us]
Generated description
"What About Us" is a hip hop track by Bone Thugs-n-Harmony featured on their album *Thug World Order*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What About Us
Target entity description: "What About Us" is a hip hop track by Bone Thugs-n-Harmony featured on their album *Thug World Order*.
  • A. What About Us
    "What About Us" is a 2013 dance-pop single by British-Irish girl group The Saturdays that became one of their biggest chart successes.
  • B. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • C. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • D. What About Us
    "What About Us" is an R&B song by the American girl group Kima, Keisha & Pam, better known as Total, showcasing their smooth harmonies and late-1990s urban sound.
  • E. What About Us?
    "What About Us?" is a creative work by Nora Payne, likely a song or literary piece that showcases her artistic style and themes.
  • 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_69e0b50262b081909bc488937145eb73 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc5b6af4819081fd3aa5212f17a5 completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b67103081908033c57e586afa69 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a0940b362388190a78a244eafa7cbba completed May 17, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a09414912d88190b7da0186ef7b227f completed May 17, 2026, 4:17 a.m.
Created at: April 16, 2026, 1:54 p.m.