Triple

T523862
Position Surface form Disambiguated ID Type / Status
Subject The Roots E10874 entity
Predicate single P3283 FINISHED
Object What They Do
"What They Do" is a socially conscious hip hop track by The Roots, noted for its smooth, jazz-influenced production and satirical critique of mainstream rap culture.
 E65176 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 They Do | Statement: [The Roots, single, What They Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What They Do
Context triple: [The Roots, single, What They Do]
  • A. Jobes
    Jobes is an alternative spelling variant of the surname Jobs, most notably associated by similarity with Apple co-founder Steve Jobs.
  • B. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • C. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • D. In a Better World
    In a Better World is a 2010 Danish drama film directed by Susanne Bier that explores themes of revenge, forgiveness, and moral responsibility through intertwined stories in Denmark and an African refugee camp.
  • E. What Happened
    "What Happened" is Hillary Clinton’s 2017 memoir analyzing the 2016 U.S. presidential election, her campaign, and its aftermath.
  • 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 They Do
Triple: [The Roots, single, What They Do]
Generated description
"What They Do" is a socially conscious hip hop track by The Roots, noted for its smooth, jazz-influenced production and satirical critique of mainstream rap culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What They Do
Target entity description: "What They Do" is a socially conscious hip hop track by The Roots, noted for its smooth, jazz-influenced production and satirical critique of mainstream rap culture.
  • A. Jobes
    Jobes is an alternative spelling variant of the surname Jobs, most notably associated by similarity with Apple co-founder Steve Jobs.
  • B. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • C. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • D. In a Better World
    In a Better World is a 2010 Danish drama film directed by Susanne Bier that explores themes of revenge, forgiveness, and moral responsibility through intertwined stories in Denmark and an African refugee camp.
  • E. What Happened
    "What Happened" is Hillary Clinton’s 2017 memoir analyzing the 2016 U.S. presidential election, her campaign, and its aftermath.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab224e008190b233b04b0a432b83 completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4ab94bd988190a91a592622a9d77f completed March 1, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69a4ac04fb78819093c85d04b90cc8cb completed March 1, 2026, 9:13 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.