Triple

T269299
Position Surface form Disambiguated ID Type / Status
Subject Brandy E5593 entity
Predicate notableWork P4 FINISHED
Object What About Us?
"What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
E34887 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: [Brandy, notableWork, What About Us?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What About Us?
Context triple: [Brandy, notableWork, What About Us?]
  • A. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • B. Share Your Love
    "Share Your Love" is a 1981 country-pop studio album by Kenny Rogers that features several hit singles and showcases his smooth crossover sound.
  • C. If Not Now, When?
    If Not Now, When? is a historical novel by Primo Levi that follows a band of Jewish partisans fighting behind enemy lines in Eastern Europe during World War II.
  • D. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • E. Bigger Love
    Bigger Love is a 2020 studio album by American singer-songwriter John Legend that blends R&B, soul, and pop with themes of love, resilience, and joy.
  • 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: [Brandy, notableWork, What About Us?]
Generated description
"What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What About Us?
Target entity description: "What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
  • A. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • B. Share Your Love
    "Share Your Love" is a 1981 country-pop studio album by Kenny Rogers that features several hit singles and showcases his smooth crossover sound.
  • C. If Not Now, When?
    If Not Now, When? is a historical novel by Primo Levi that follows a band of Jewish partisans fighting behind enemy lines in Eastern Europe during World War II.
  • D. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • E. Bigger Love
    Bigger Love is a 2020 studio album by American singer-songwriter John Legend that blends R&B, soul, and pop with themes of love, resilience, and joy.
  • 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_69a25853594c8190b05ec3a586ec88bf completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25db00ed48190be6f598807265356 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38b9220f08190a94ffd00bb7425fd completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38cb1d5808190b548efd55de09523 completed March 1, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69a38d10782c8190beead28963b003ab completed March 1, 2026, 12:49 a.m.
Created at: Feb. 28, 2026, 2:57 a.m.